VFM Model Tool

8/3/2019 VFM Model Tool

http://slidepdf.com/reader/full/vfm-model-tool 1/327

Value-for-money (VFM) Indicator tool

Developer contacts

Developed by

Economic Consulting Associates (United Kingdom)

www.eca-uk.com

with assistance from

CRISIL Infrastructure Advisory (India)

Please ensure that Excel's Macros are enabled before using this tool.

http://www.eca-uk.com/

http://www.crisil.com/policy-advisory/urban-infrastructure-advisory-overview.jsp





Version information

Version v4.0

Date 20 December 2010

Sector Selector:



Brief introduction to value for money (VFM)

The purpose of this tool is to give a quantitative indication of whether a proposed PPP project ca

to the public sector Sponsor.

A PPP provides value for money if the expected net cash cost for the public sector of doing the

doing the project through the traditional public sector route, after taking account of the poss

VFM is measured from the point of view of the public Sector finances - for example, for the finan

A very important source of cost in an infrastructure project is risk.

Risk creates uncertainty about what the cost of the project will actually be.

The party (public sector or private sector) that faces risk also faces potentially higher than expect

One of the main arguments for using the PPP route is that it allows risks to be transferred to the

reduce costs for the public sector by using a PPP arrangement.

More information on value for money is available in the toolkit.

There are several different types of risk that impact a project. These include:

- the risk of cost and time overruns during contruction

- the risk that project revenues will not be as expected due to traffic volumes being lower than

- the risk that project revenues will not be as expected due to "leakage" of revenue as a result

- the risk that operating costs (Opex) during the life of the project will be higher than expected

- the risk that the project will need to be renegotiated (this risk is always faced by the public se

Each of these risks is allowed for in the VFM Indicator tool. Each (except renegotiation risk) can b

How the tool provides VFM indications

In all countries that do PPPs there is difficulty in accurately measuring value for money, because

Since the future is unknown, there is a range of possible risks and a range of possible outcomes.

This means it can be dangerous to rely on a single estimate of VFM (a 'point estimate'), since this

To avoid this danger, the VFM Indicator tool provides a range of expected VFM outcomes.

Based on past experience it is possible to say how likely several different cost outcomes are.

This likelihood can be described using probability distributions.

The VFM Indicator tool provides a range of possible VFM outcomes by using probability distributi

The purpose of this range is to help give an indication to the public Sponsor of how strong the qu

Using the VFM Indicator tool

User Guide



More information on the way the VFM Indicator tool works is available in the PPP toolkit.

To use the tool, Excel's Macros must be enabled.

This can be done by choosing the option when the file is opened, or by clicking Options at the to

or by using Excel's security settings.

The VFM Indicator can display the Rupee symbol. To display it, you must have the 'rupi foridian' f

If this font is not installed, the Rupee symbol will appear as an "R".

The VFM Indicator tool compares the expected net costs of the project as a PPP against the ex

This comparison takes into account the expected added cost due to risk.

The cost of doing the project through the traditional public sector route is called the "Public Sect

It is sometimes also called the Public Sector Comparator (PSC).

The VFM Indicator tool uses financial information from the Financial Viability Indicator model, w

Steps for using the VFM Indicator tool:

1. Select your sector: Use the 'Sector Selector' menu to choose your sector.

2. Allocate risks: On the 'Setup' sheet tick the boxes to allocate risk to either the private or pub

The allocation of risks should match the allocation in the Concession Agreement (or the plann

The discount rate (interest rate) for pubic sector projects should also be entered on the 'Setu

The tool has default values already entered for the probability distribution parameters.

If the user wants to change these defaults this can be done on the 'ProbDist Parameters' she

Each probability distribution requires a standard deviation and a mean. The tool can estimate

The parameters must be based on evidence from past projects. Ideally, they will come from a

3. Enter the financial information: The results from the Financial Viability Indicator model are e

These can be imported into the model by clicking the "Import data from .csv file" button. The

that was produced by the Financial Viability Indicator model (this is done on the 'Export' shee

Alternatively, the user may paste the data in manually.

Please note, the structure of the 'Financial Inputs' sheet must not be altered.

To avoid accidental changes the 'Financial Inputs' sheet is protected (password, to allow man

4. Check the range of simulated VFM outcomes on the 'VFM Indication' sheet: The model simu

information and the probability distributions for each risk. The simulation can be repeated by

The VFM range is shown In the chart on the 'VFM Indication' sheet.

5. Interpret the results: The range of expected VFM shows how strong the VFM test for the proj

If the VFM range is all in the positive area, then the quantitative VFM test suggests that the P

If the VFM range is all in the negative area, then the quantitative VFM test doubts that the PP

If the VFM range covers both the negative area and the positive area, then the quantitative V



An uncertain VFM result means the test is not strong enough to support a decision in favour o

Qualitative analysis, for example using the Suitability Filter in the PPP toolkit, should be carrie

Note, a qualitative assessment should be carried out even for PPPs that have a positive VFM i



n be expected to provide value for money (VFM)

project as a PPP is less than the expected net cash cost of

ible cost of risk.

ce Ministry or Department or for the Sponsor.

ed costs.

private sector partner. This can make it possible to

forecast.

f non-payment of tolls.

ctor).

e assigned to either the public or private sector in a PPP.

it is difficult to forecast the value of risk.

does not take account of the uncertainty in the estimate.

ions to calculate values for each type of risk.

antitative VFM result is.



of the screen (in Excel 2007) and choosing Enable,

ont installed on your computer.

ected net costs of the traditional public sector route.

or Benchmark" (PSB).

ich is also available in the PPP toolkit.

Sector Selector:

lic sector.

ed allocation, if the Agreement has not been finalised).

p' sheet.

t.

the distributions using these parameters.

database or from studies of project costs.

tered on the 'Financial Inputs' sheet.

user will be asked to select the .csv file

t of the Financial model).

ual data entry, is "VFM").

lates a range of VFM outcomes using the financial

clicking the button on the 'VFM Indication' sheet, or by hitting F9.

ect is.

P can provide value for money.

can provide value for money.

M test is uncertain.



f the PPP using quantitative information alone.

d out.

dication.



Choose the risk allocations

Allocate to the privat

Major project risk:

Construction-phase risks

Construction cost overrun risk TRUE

Construction time overrun risk TRUE

Operation-phase risks

Traffic risk - shortfall in traffic volume TRUE

Payment risk - revenue shortfall due to collections inefficiency TRUE

Opex risk - risk of opex costs being higher than expected TRUE

PPP risks for the public sector

Contract modification / renegotiation risk

Set the discount rate

What is the discount rate for evaluating public projects? 10.0%

Change default probability parameters?

Do you want to change the default parameters on the probability distributions?

Which of the major project risks will be allocated to the private sector for the VFM evaluation?

Choose the major project risks that will be allocated to the private sector under the PPP, and en

sector projects.

Ticking indicates the risk

allocated to the private se

Set-up for indicative VFM analysis - Ports sector1

Faced by the public s

Allocated to private







Set the cost of PPP procurement

What is the cost of procuring the PPP as a % of total project cost? (it is typically 1-3%)



er the discount rate for evaluating public

ould be

ctor in the PPP

Sector Selector:

Click to change the

ector

sector?

sector?

sector?

sector?

sector?



1.5%



Inputs from Financial Viability Indicator Model - plea

.csv export for VFM Indicator Tool

for a project in the Ports sector

Capex R cr.

Opex R cr.

User charges R cr.

Annuities R cr.

Other revenue (excluding terminal payment) R cr.

Terminal payment R cr.

Total revenue R cr.

Grants R cr.

Taxes R cr.

Key indicators

Project NPV R cr.

Project IRR %

Equity NPV R cr.

Equity IRR %

Cost of debt - during construction %

Construction period years

Set-up and inputs used in the Financial Viability model

This is a record of the inputs and settings of the model used to create this export file. These in

These settings are from the following file and location: \\.host\Shared Folders\ECA\Projects\I



Export date and time: 11/24/2010 15:52

Set-up sheet

Export file name: Export_Finmod_Resul

Non-container terminal capex project, expressed in nominal terms

PPP concession period (incl. construction period) 5

Start of port operations (PPP operation start) 2012.5

Operating period 2.5

PPP finishes at the end of 2014.5

Construction start year 201000%

Construction period 2.5

Construction complete by 201250.00%

Model expressed in real or nominal terms? Nominal

Expected inflation 5%

Tax rate 33.20%

MAT 19.90%

Tax exemption start 2005

Tax exemption length 1000%

Cost of Equity (Nominal) 15%

Cost of Debt (Nominal) 10%

Non-CapEx discount rate (Nominal) 0%

Demand

Cargo traffic

Cargo Type Container Status

Non-container n/a

Foreign Empty

Foreign Empty



Foreign Empty

Foreign Full

Foreign Full

Foreign Full

Coastal Empty

Coastal Empty

Coastal Empty

Coastal Full

Coastal Full

Coastal Full

Transhipment-Coastal Empty



Transhipment-Coastal Full



Transhipment-Foreign Empty



Transhipment-Foreign Full



Minimum Guarunteed Cargo

Cargo Type Container Status

Non-container n/a

Foreign Empty

Foreign Empty

Foreign Empty

Foreign Full

Foreign Full

Foreign Full

Coastal Empty

Coastal Empty

Coastal Empty

Coastal Full

Coastal Full

Coastal Full















CapEx

Costs and timing

Construction start year

Duration of works

Non-container Terminal

Civil Construction Rs Cr.

Equipment Rs Cr.

Other Rs Cr.

Container Terminal


Equipment Rs Cr.

Other Rs Cr.

Other CapEx


Equipment Rs Cr.

Other Rs Cr.

Construction profiles

% Construction in each 0.5 year period

Period 1 %

Period 2 %

Period 3 %

Period 4 %

Period 5 %

Period 6 %

Period 7 %

Period 8 %

Period 9 %

Period 10 %



CapEx financing

Max VGF funding as % of initial capex %

VGF grant as % of initial capex %

Other grant funding as % of initial capex %

Total CapEx grant(s) Rs Cr.

Debt:Equity Ratio %

Loan term Years

Moratorium period Years

Repayment schedule Linear

Financing costs, contingency costs, etc % of capex

Costs

Fixed OpEx

Value of port Assets


Equipment Rs Cr.

Other Rs Cr.

Annual costs CapEx phase

Annual cost start

Unit cost inputs:

Civil repair and maintenance %-Civil CapEx

Equipment repair and maintenance %-Equipment CapEx

Insurance %-CapEx

Other expenses %-CapEx

Variable OpEx

Non-container Terminal

Power consumption kWh/Tonne

Cost of power Rs/kWh

Fuel consumption Liter/Tonne

Cost of fuel Rs/Liter

Container Terminal 0

Power consumption kWh/TEU

Cost of power Rs/kWh



Fuel consumption Liter/TEU

Cost of fuel Rs/Liter

License Fee

License Fee

Escalation of license fee over WPI

Revenue

Charges from cargo loading / unloading

Cargo type Container Status

Non-container n/a

Container Terminal

Foreign Empty

Foreign Empty

Foreign Empty

Foreign Full

Foreign Full

Foreign Full

Coastal Empty

Coastal Empty

Coastal Empty

Coastal Full

Coastal Full

Coastal Full















Loading charge escalation

Escalation of charges over WPI

Charges for other port services

Revenue from berth hire

Total annual ship traffic GRT

Berth hire charges Rs/GRT

Other charges

Storage %-handling rev.

Demurrage %-handling rev.

Revenue sharing requirement

% of gross revenue to be shared

Revenue from other sources Rs Cr.

Equity IRR required by private sector partners: %

Termination payment at end of concession Rs Cr.



se do not change the structure of this sheet as this may stop the VFM Indicator tool from

2010 2011 2012 2013 2014 2015 2016

-120.0 -504.0 -126.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 12.5 28.1 32.8 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 100.0 0.0 0.0

0.0 0.0 12.5 28.1 132.8 0.0 0.0

0.0 150.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 -1.4 0.0

-416.15

0.0%

-252.39

0.0%

10.0%

2.5

puts and settings can be entered back into the Financial Viability Model to recreate the model outpu

ndia PPP toolkits\Toolkit content\Tools module\Financial model\Ports\Drafts\[Export_Finmod_Res



ts

Years

Years

Years

Years

Container len Demand units Initial traffic Traffic growth Elasticity

Initial 2nd Phase 3rd Phase

201250.00% 201300.00% 201350.00%

n/a M-tonne 1 1.50% 1.50% 1.50% 0

201250.00% 201300.00% 201350.00%

20-foot TEU 0% 0.00% 0.00% 0.00% 0

40-foot TEU 0% 0.00% 0.00% 0.00% 0



>40-foot TEU 0% 0.00% 0.00% 0.00% 0

20-foot TEU 0% 0.00% 0.00% 0.00% 0

40-foot TEU 0 0.00% 0.00% 0.00% 0

>40-foot TEU 0 0.00% 0.00% 0.00% 0

20-foot TEU 0 0.00% 0.00% 0.00% 0

40-foot TEU 0 0.00% 0.00% 0.00% 0

>40-foot TEU 0.00% 0.00% 0.00% 0.00% 0

20-foot TEU 0.00% 0.00% 0.00% 0.00% 0

40-foot TEU 0.00% 0.00% 0.00% 0.00% 0

>40-foot TEU 0.00% 0.00% 0.00% 0.00% 0

20-foot TEU 0.00% 0.00% 0.00% 0.00% 0

40-foot TEU 0 0.00% 0.00% 0.00% 0

>40-foot TEU 0 0.00% 0.00% 0.00% 0

20-foot TEU 0 0.00% 0.00% 0.00% 0

40-foot TEU 0 0.00% 0.00% 0.00% 0

>40-foot TEU 0 0.00% 0.00% 0.00% 0

20-foot TEU 0 0.00% 0.00% 0.00% 0

40-foot TEU 0 0.00% 0.00% 0.00% 0

>40-foot TEU 0 0.00% 0.00% 0.00% 0

20-foot TEU 0 0.00% 0.00% 0.00% 0

40-foot TEU 0% 0.00% 0.00% 0.00% 0

>40-foot TEU 0% 0.00% 0.00% 0.00% 0

Container len Demand unitsInitial MGC MGC growth


201250.00% 201300.00% 201350.00%

n/a M-tonne 0% 1.00% 1.00% 1.00%

201250.00% 201300.00% 201350.00%

20-foot TEU 0% 0.00% 0.00% 0.00%

40-foot TEU 0 0.00% 0.00% 0.00%

>40-foot TEU 0 0.00% 0.00% 0.00%

20-foot TEU 0% 0.00% 0.00% 0.00%

40-foot TEU 0% 0.00% 0.00% 0.00%

>40-foot TEU 0% 0.00% 0.00% 0.00%

20-foot TEU 0% 0.00% 0.00% 0.00%

40-foot TEU 0% 0.00% 0.00% 0.00%

>40-foot TEU 0% 0.00% 0.00% 0.00%

20-foot TEU 0% 0.00% 0.00% 0.00%

40-foot TEU 0% 0.00% 0.00% 0.00%

>40-foot TEU 0% 0.00% 0.00% 0.00%

20-foot TEU 0% 0.00% 0.00% 0.00%

40-foot TEU 0 0.00% 0.00% 0.00%



>40-foot TEU 0.00% 0.00% 0.00% 0.00%

20-foot TEU 0.00% 0.00% 0.00% 0.00%

40-foot TEU 0.00% 0.00% 0.00% 0.00%

>40-foot TEU 0.00% 0.00% 0.00% 0.00%

20-foot TEU 0.00% 0.00% 0.00% 0.00%

40-foot TEU 0 0.00% 0.00% 0.00%

>40-foot TEU 0 0.00% 0.00% 0.00%

20-foot TEU 0 0.00% 0.00% 0.00%

40-foot TEU 0 0.00% 0.00% 0.00%

>40-foot TEU 0 0.00% 0.00% 0.00%

Non-containe Container Ter Other CapEx

2010 2011

1 150.00%

SLM WDV

# years %

100 10 60.00%

10 15 10.00%

10 20 20.00%

0% 1000% 60.00%

0% 1500% 10.00%

0 20 20.00%

20000% 1000% 60.00%

21000% 1500% 10.00%

22000% 2000% 20.00%

Non-containe Container Ter Other CapEx

50% 0% 30%

50% 0% 50%

0% 0% 20%

0% 0% 0%

0% 0% 0%

0% 0% 0%

0% 0% 0%

0% 0% 0%

0% 0% 0%

0% 0% 0%



20%

20%

0%

15000.00%

50%

20

2.5

0.00%

Book Value of Current Port Assets

0

0

0

Existing Non-containe Container Ter Other CapEx

2010 2010.5 2012

0.00% 0.00% 0.00% 0.00%

0.00% 0.00% 0.00% 0.00%

0.00% 0.00% 0.00% 0.00%

0.00% 0.00% 0.00% 0.00%


2012.5 2013 2013.5

0 0 0

0.00% 0.00% 0.00%

0.00% 0.00% 0.00%

0.00% 0.00% 0.00%

0 0 0

0 0 0



0.00% 0.00% 0.00%

0.00% 0.00% 0.00%

Rs Cr. 0.00% 0% 0%

WPI + 0.00%

Container len Units Loading / unloading charges


201250% 201300% 201350%

n/a Rs/Tonne 177.16 177.16 177.16

201250% 2013 2013.5

20-foot Rs/TEU 0% 0 0


>40-foot Rs/TEU 0 0 0


40-foot Rs/TEU 0 0 0






40-foot Rs/TEU 0.00% 0 0
















10.00% #NAME?

Annual growth rate

Initial traffic 201250.00% 201300.00% 201350.00%

0 0.00% 0.00% 0.00%

0 0% 0

0% 0% 0%

0% 0% 0%

0% 0% 0%

0

18.00%

100



orking properly.

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

ts.

lts.csv]Export_Finmod_R



0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0



0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0 0.0

0.0 0.0 0.0 0.0 0.0 0 0.0



0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0 0.0



0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0

0.0 0.0 0.0 0.0 0.0 0.0



Most recent simulation

R cr. 723.4

VFM as % of project cost 96.5%

Probability of VFM in most recent simulation: 100%

Range of possible VFM results from most recent simulation

Range of simulated VFM outcomes - Ports sector

- The expected value of risk and VFM will change each time the test is repeated.

- The column chart shows how wide the range of possible VFM results is. If the range includes negative

results it may indicate uncertainty in the ability of the project to provide VFM.

A qualitative VFM assessment of the proposed PPP should still be carried out as best

practice.

The estimated chance of a positive VFM outcome was 100%

Average expected VFM was positive and strong in the most recent simulation.

Average VFM (most recent simulation):

2

0.00

0.100.20

0.30

0.40

0.50

5 9 0 .

0

6 8 8 .

7

7 8 7 .

3

8 8 6 .

0

9 8 4 .

7

1 ,

0 8 3 .

3

1 ,

1 8 2 .

0

1 ,

2 8 0 .

7

1 ,

3 7 9 .

3

1 ,

4 7 8 .

0

1 ,

5 7 6 .

7

1 ,

6 7 5 .

3

1 ,

7 7 4 .

0

1 ,

8 7 2 .

7

1 ,

9 7 1 .

3

8 9 0 .

0

Probability

Expected VFM (Rs cr )

Range of expected VFM results



Sector Selector:



Present value inputs are calculated using cashflows provided by the Financial Viability Indicator tool, discounted at the user-in

All calculations should be made in nominal terms.

PSB

PV of payments for a public sector project R cr. 750.0

PV of payments under PPP R cr.

Total costs for public finances R cr. 750.0

Gross VAT received R cr. 0.0

Corporate tax (including MAT) received R cr.

Third party income (eg, tolls, charges, advertising) received R cr. 49.0

Total receipts for public finances R cr. 49.0

Net cash cost to Public Finances ( = costs - receipts) R cr. 701.0

Risk adjustment PSB

Expected value of risk that would be transferred under PPP R cr. 207.4

Expected cost of added risks from a PPP for the public sector R cr.

Adjusted net cost to Public Finances R cr. 908.5

Expected average VFM R cr.

Calculation details for average simulated VFM

Cash costs and receipts - from Financial Viability Indicator tool

3



put discount rate.

PPP

195.4

195.4

0.0

0.8

0.8

194.6

PPP

9.5

185.1

723.4

The expected value of risk and VFM will change each time the simulation is repeated. To

repeat, click the button or re-calculate Excel (click 'Repeat the simulation' or hit F9)



Risks

Risk Include?

Construction-phase risks

Construction cost overrun

Source http://www.econdse.org/faculty/ram/Worki

Construction time overrunSource http://www.econdse.org/faculty/ram/W

Construction period for this project

Operation-phase risks

Traffic risk - shortfall in traffic volume

Shortfall in first year of project (actual / forecast) Start short-fall (actual/forecast):

Shortfall after traffic has ramped-up End short-fall (actual / forecast):

Source https://www2.standardandpoors.com/s

Payment risk - revenue shortfall due to collections inefficiency

Source

Opex risk

Source

PPP risk for the public sector

Contract modification / renegotiation risk

Source

Probability distribution parameters - Ports sector

The parameters to describe the probability distribution for each risk may be changed here. A reputable

the parameters should be set to it is advisable to leave the default settings unchanged.

Ticking indicates risk is allocated to

private sector in a PPP

4

Faced by the public sector

Allocated to private sector?





http://www.econdse.org/faculty/ram/Working%20Paper%20Nov%2030,%202009.pdf


https://www2.standardandpoors.com/spf/pdf/fixedincome/project_finance_2005_12.pdf

https://www2.standardandpoors.com/spf/pdf/fixedincome/project_finance_2005_12.pdf





Probability distribution

Mean Std Dev

20% 50%

ng%20Paper%20Nov%2030,%202009.pdf

45% 60%orking%20Paper%20Nov%2030,%202009.pdf

30 months

77% 26%

77% Time to ramp-up: 1 years

f/pdf/fixedincome/project_finance_2005_12.pdf

15% 5%

15% 10%

5% 10%

ource is required. If the user is unsure of what Return to 'Setup'



Risk value calculation

Risk Construction cost overrun risk Constructi

Probability distribution Gamma Gamma

Base Cost/Time/Revenue R cr. 620.3 Capex months

Point estimate months

Average value of risk (eg, Overrun, Shortfall) R cr. 124.1 R cr.

Probability distribution calculated R cr. 125.3 months

Average value of risk (eg, Overrun, Shortfall) % of base 20.2% % of base

Distribution parameters Alpha 8.000 Alpha

Beta 0.025 Beta

Random Overrun Random

% of base R cr.

0.935 31.6% 195.9 0.042

0.227 14.5% 89.7 0.195

0.683 22.7% 140.5 0.798

0.986 38.5% 238.7 0.722

0.073 10.8% 67.1 0.107

0.077 10.9% 67.8 0.125

0.541 19.9% 123.4 0.718

0.714 23.3% 144.8 0.350

0.087 11.3% 69.9 0.596

0.183 13.6% 84.3 0.699

0.099 11.6% 72.0 0.991

0.747 24.1% 149.7 0.711

0.570 20.4% 126.7 0.764

0.158 13.1% 81.0 0.266

0.575 20.5% 127.2 0.965

0.814 26.0% 161.3 0.151

0.858 27.5% 170.8 0.213

0.684 22.7% 140.6 0.354

0.792 25.3% 157.2 0.714

0.189 13.7% 85.1 0.077

0.590 20.8% 128.9 0.806

0.577 20.5% 127.5 0.966

0.930 31.2% 193.8 0.210

Simulated risk value calculations (monte carlo analysis)

Construction r



0.557 20.2% 125.2 0.899

0.766 24.6% 152.7 0.246

0.501 19.2% 119.1 0.668

0.973 35.8% 222.0 0.047

0.143 12.7% 79.0 0.978

0.072 10.8% 66.8 0.026

0.653 22.0% 136.5 0.024

0.537 19.8% 123.0 0.222

0.749 24.2% 150.0 0.744

0.039 9.4% 58.6 0.377

0.282 15.5% 95.9 0.811

0.859 27.6% 171.2 0.213

0.531 19.7% 122.3 0.243

0.295 15.7% 97.3 0.291

0.427 17.9% 111.2 0.658

0.733 23.8% 147.6 0.662

0.065 10.5% 65.3 0.821

0.657 22.1% 137.1 0.474

0.622 21.4% 132.8 0.082

0.481 18.9% 116.9 0.140

0.896 29.2% 181.3 0.555

0.842 27.0% 167.3 0.763

0.897 29.3% 181.6 0.573

0.384 17.2% 106.7 0.877

0.339 16.4% 102.0 0.039

0.754 24.3% 150.8 0.584

0.856 27.5% 170.5 0.347

0.670 22.4% 138.8 0.855

0.811 25.9% 160.7 0.367

0.010 7.2% 44.9 0.006

0.600 21.0% 130.1 0.472

0.623 21.4% 132.8 0.869

0.900 29.4% 182.6 0.846

0.482 18.9% 117.0 0.546

0.733 23.8% 147.5 0.263

0.049 9.9% 61.5 0.530

0.474 18.7% 116.2 0.269

0.090 11.3% 70.4 0.619

0.661 22.2% 137.6 0.592

0.914 30.2% 187.3 0.734

0.331 16.3% 101.1 0.119

0.033 9.1% 56.7 0.645

0.816 26.1% 161.7 0.105

0.821 26.2% 162.6 0.231



0.245 14.8% 91.8 0.809

0.220 14.3% 88.8 0.032

0.018 8.1% 50.4 0.355

0.347 16.6% 102.9 0.987

0.816 26.1% 161.8 0.594

0.889 28.9% 179.2 0.590

0.178 13.5% 83.7 0.422

0.625 21.5% 133.1 0.232

0.137 12.6% 78.1 0.485

0.459 18.5% 114.6 0.480

0.452 18.3% 113.8 0.871

0.273 15.3% 94.9 0.120

0.499 19.2% 118.8 0.968

0.039 9.4% 58.5 0.753

0.699 23.0% 142.7 0.700

0.085 11.2% 69.6 0.825

0.160 13.1% 81.4 0.695

0.585 20.7% 128.4 0.607

0.693 22.9% 141.9 0.591

0.590 20.8% 128.9 0.873

0.653 22.0% 136.6 0.666

0.882 28.6% 177.1 0.106

0.279 15.4% 95.6 0.220

0.718 23.4% 145.3 0.614

0.906 29.8% 184.7 0.260

0.560 20.2% 125.5 0.453

0.714 23.3% 144.7 0.863

0.561 20.2% 125.6 0.589

0.961 34.0% 211.1 0.741

0.046 9.8% 60.6 0.862

0.293 15.7% 97.1 0.256

0.096 11.5% 71.5 0.130

0.950 32.9% 203.8 0.734

0.490 19.0% 117.8 0.987

0.260 15.1% 93.5 0.869

0.447 18.3% 113.4 0.913

0.051 10.0% 62.0 0.072

0.432 18.0% 111.8 0.264

0.011 7.4% 46.1 0.282

0.149 12.9% 79.9 0.404

0.254 15.0% 92.9 0.022

0.130 12.4% 77.0 0.440

0.529 19.7% 122.0 0.933

0.899 29.4% 182.1 0.222



0.166 13.2% 82.1 0.431

0.247 14.8% 92.0 0.145

0.218 14.3% 88.6 0.427

0.839 26.8% 166.5 0.037

0.568 20.4% 126.4 0.598

0.979 36.9% 228.8 0.080

0.149 12.9% 79.8 0.361

0.886 28.8% 178.4 0.036

0.572 20.4% 126.8 0.698

0.964 34.4% 213.2 0.138

0.908 29.9% 185.3 0.781

0.427 17.9% 111.2 0.012

0.962 34.1% 211.6 0.969

0.289 15.6% 96.7 0.759

0.338 16.4% 101.9 0.356

0.038 9.4% 58.3 0.202

0.161 13.1% 81.4 0.527

0.294 15.7% 97.3 0.220

0.961 34.0% 210.8 0.339

0.897 29.3% 181.5 0.679

0.266 15.2% 94.1 0.073

0.124 12.3% 76.1 0.336

0.138 12.6% 78.2 0.964

0.331 16.3% 101.2 0.383

0.669 22.3% 138.6 0.695

0.810 25.9% 160.6 0.822

0.684 22.7% 140.6 0.573

0.349 16.6% 103.1 0.495

0.827 26.4% 163.9 0.209

0.557 20.2% 125.2 0.189

0.091 11.4% 70.6 0.243

0.960 34.0% 210.7 0.756

0.760 24.5% 151.7 0.785

0.798 25.5% 158.4 0.902

0.793 25.4% 157.4 0.555

0.897 29.3% 181.7 0.453

0.393 17.4% 107.7 0.230

0.317 16.1% 99.7 0.571

0.185 13.6% 84.6 0.133

0.459 18.5% 114.5 0.499

0.610 21.2% 131.3 0.292

0.591 20.8% 129.0 0.901

0.877 28.3% 175.7 0.255

0.266 15.2% 94.1 0.932



0.432 18.0% 111.7 0.633

0.834 26.7% 165.5 0.411

0.228 14.5% 89.8 0.324

0.937 31.7% 196.9 0.137

0.348 16.6% 102.9 0.410

0.724 23.6% 146.3 0.575

0.915 30.3% 187.9 0.362

0.040 9.5% 59.0 0.195

0.252 14.9% 92.6 0.192

0.577 20.5% 127.4 0.401

0.933 31.4% 195.1 0.065

0.186 13.6% 84.7 0.588

0.658 22.1% 137.2 0.947

0.874 28.2% 174.8 0.926

0.499 19.2% 118.8 0.605

0.159 13.1% 81.2 0.190

0.314 16.0% 99.4 0.312

0.847 27.1% 168.2 0.298

0.101 11.7% 72.4 0.701

0.897 29.3% 181.6 0.373

0.275 15.3% 95.2 0.862

0.636 21.7% 134.4 0.620

0.166 13.2% 82.1 0.951

0.889 28.9% 179.2 0.528

0.995 42.7% 265.0 0.793

0.108 11.9% 73.6 0.340

0.945 32.4% 201.2 0.960

0.286 15.5% 96.4 0.970

0.794 25.4% 157.6 0.702

0.736 23.9% 148.0 0.306

0.548 20.0% 124.1 0.589

0.728 23.7% 146.9 0.998

0.522 19.5% 121.3 0.006

0.860 27.6% 171.4 0.635

0.900 29.4% 182.4 0.207

0.889 28.9% 179.0 0.069

0.828 26.5% 164.2 0.874

0.505 19.3% 119.4 0.475

0.967 34.8% 216.0 0.048

0.821 26.2% 162.7 0.427

0.206 14.1% 87.2 0.534

0.376 17.1% 105.9 0.901

0.364 16.9% 104.7 0.695

0.993 41.7% 258.6 0.280



0.308 15.9% 98.8 0.588

0.663 22.2% 137.8 0.430

0.151 12.9% 80.1 0.519

0.539 19.9% 123.1 0.977

0.796 25.5% 158.0 0.941

0.772 24.8% 153.7 0.045

0.971 35.5% 219.9 0.108

0.377 17.1% 106.0 0.565

0.427 17.9% 111.2 0.202

0.813 26.0% 161.1 0.496

0.717 23.4% 145.2 0.649

0.335 16.4% 101.6 0.747

0.027 8.8% 54.3 0.602

0.605 21.1% 130.7 0.372

0.667 22.3% 138.3 0.582

0.409 17.6% 109.4 0.510

0.020 8.3% 51.2 0.280

0.608 21.1% 131.1 0.185

0.889 28.9% 179.0 0.231

0.932 31.4% 194.8 0.118

0.455 18.4% 114.2 0.305

0.279 15.4% 95.6 0.256

0.129 12.4% 76.9 0.803

0.945 32.4% 200.8 0.854

0.821 26.2% 162.7 0.347

0.274 15.3% 95.0 0.467

0.420 17.8% 110.5 0.883

0.382 17.2% 106.6 0.628

0.814 26.0% 161.4 0.442

0.717 23.4% 145.3 0.342

0.151 12.9% 80.1 0.277

0.409 17.6% 109.3 0.457

0.980 37.1% 229.9 0.764

0.886 28.7% 178.2 0.907

0.448 18.3% 113.5 0.397

0.562 20.3% 125.8 0.749

0.181 13.6% 84.1 0.628

0.308 15.9% 98.8 0.911

0.649 21.9% 136.0 0.871

0.324 16.2% 100.5 0.978

0.236 14.6% 90.8 0.462

0.812 26.0% 161.0 0.338

0.632 21.6% 133.9 0.740

0.952 33.1% 205.2 0.792



0.159 13.1% 81.2 0.035

0.492 19.0% 118.1 0.361

0.652 22.0% 136.5 0.108

0.662 22.2% 137.8 0.107

0.568 20.4% 126.4 0.132

0.864 27.8% 172.5 0.955

0.157 13.0% 80.9 0.392

0.822 26.3% 162.9 0.360

0.520 19.5% 121.1 0.094

0.752 24.3% 150.5 0.673

0.263 15.1% 93.8 0.889

0.901 29.5% 182.9 0.495

0.544 20.0% 123.8 0.270

0.682 22.6% 140.3 0.552

0.752 24.3% 150.5 0.819

0.515 19.4% 120.6 0.644

0.111 11.9% 74.1 0.785

0.975 36.1% 223.8 0.337

0.267 15.2% 94.2 0.335

0.843 27.0% 167.4 0.893

0.082 11.1% 68.9 0.933

0.378 17.1% 106.1 0.386

0.964 34.4% 213.1 0.648

0.458 18.5% 114.5 0.698

0.347 16.6% 102.8 0.151

0.275 15.3% 95.2 0.164

0.803 25.7% 159.3 0.740

0.214 14.2% 88.2 0.622

0.162 13.2% 81.6 0.120

0.808 25.8% 160.1 0.608

0.001 4.5% 27.7 0.324

0.605 21.1% 130.7 0.426

0.839 26.8% 166.5 0.395

0.385 17.2% 106.8 0.669

0.518 19.5% 120.8 0.599

0.483 18.9% 117.2 0.414

0.606 21.1% 130.8 0.520

0.183 13.6% 84.3 0.018

0.343 16.5% 102.5 0.256

0.131 12.4% 77.2 0.012

0.959 33.8% 209.5 0.366

0.866 27.9% 172.9 0.735

0.930 31.2% 193.7 0.925

0.494 19.1% 118.2 0.760



0.288 15.6% 96.6 0.088

0.163 13.2% 81.7 0.976

0.505 19.3% 119.5 0.177

0.980 37.1% 230.2 0.981

0.871 28.1% 174.2 0.331

0.551 20.1% 124.5 0.986

0.233 14.6% 90.4 0.782

0.090 11.4% 70.4 0.951

0.057 10.2% 63.4 0.828

0.797 25.5% 158.1 0.012

0.867 27.9% 173.1 0.882

0.088 11.3% 70.0 0.758

0.248 14.9% 92.1 0.929

0.130 12.4% 77.1 0.745

0.888 28.8% 178.7 0.325

0.734 23.8% 147.8 0.887

0.058 10.3% 63.8 0.005

0.151 12.9% 80.0 0.936

0.028 8.8% 54.6 0.331

0.416 17.7% 110.1 0.662

0.293 15.7% 97.1 0.439

0.255 15.0% 92.9 0.770

0.449 18.3% 113.5 0.879

0.247 14.8% 92.1 0.466

0.595 20.9% 129.5 0.628

0.543 19.9% 123.6 0.635

0.880 28.5% 176.7 0.355

0.884 28.6% 177.6 0.782

0.389 17.3% 107.3 0.136

0.471 18.7% 115.9 0.536

0.556 20.2% 125.0 0.007

0.447 18.3% 113.3 0.298

0.482 18.9% 117.0 0.784

0.867 27.9% 173.0 0.483

0.976 36.2% 224.7 0.244

0.617 21.3% 132.1 0.159

0.549 20.0% 124.2 0.562

0.984 38.1% 236.4 0.087

0.967 34.8% 216.0 0.753

0.764 24.6% 152.5 0.825

0.549 20.0% 124.3 0.141

0.611 21.2% 131.4 0.701

0.758 24.4% 151.4 0.116

0.172 13.4% 82.9 0.710



0.798 25.5% 158.3 0.746

0.132 12.5% 77.4 0.558

0.421 17.8% 110.6 0.893

0.086 11.2% 69.7 0.780

0.212 14.2% 88.0 0.769

0.143 12.7% 79.0 0.969

0.849 27.2% 168.8 0.408

0.865 27.8% 172.7 0.394

0.042 9.6% 59.5 0.088

0.902 29.5% 183.2 0.283

0.236 14.6% 90.8 0.286

0.304 15.8% 98.3 1.000

0.147 12.8% 79.5 0.850

0.689 22.8% 141.3 0.638

0.049 9.9% 61.5 0.870

0.623 21.4% 132.9 0.983

0.119 12.1% 75.3 0.192

0.170 13.3% 82.6 0.691

0.657 22.1% 137.1 0.557

0.898 29.3% 182.0 0.357

0.098 11.6% 71.9 0.700

0.560 20.2% 125.5 0.251

0.729 23.7% 147.0 0.051

0.915 30.3% 187.9 0.118

0.083 11.1% 69.1 0.508

0.468 18.6% 115.5 0.290

0.309 15.9% 98.9 0.528

0.851 27.3% 169.1 0.191

0.477 18.8% 116.5 0.830

0.234 14.6% 90.5 0.470

0.542 19.9% 123.5 0.976

0.306 15.9% 98.5 0.703

0.888 28.9% 179.0 0.463

0.951 33.0% 204.7 0.516

0.605 21.1% 130.7 0.941

0.140 12.7% 78.5 0.546

0.141 12.7% 78.7 0.830

0.591 20.8% 129.0 0.564

0.893 29.1% 180.2 0.593

0.516 19.4% 120.6 0.948

0.736 23.9% 148.0 0.911

0.426 17.9% 111.1 0.338

0.988 39.2% 243.1 0.427

0.589 20.8% 128.8 0.792



0.247 14.8% 92.0 0.377

0.290 15.6% 96.8 0.496

0.227 14.5% 89.7 0.291

0.207 14.1% 87.4 0.437

0.432 18.0% 111.7 0.648

0.908 29.9% 185.4 0.904

0.036 9.3% 57.5 0.310

0.341 16.5% 102.2 0.191

0.024 8.5% 53.0 0.152

0.017 8.0% 49.5 0.470

0.720 23.5% 145.7 0.787

0.828 26.5% 164.2 0.686

0.686 22.7% 140.9 0.811

0.120 12.2% 75.5 0.886

0.975 36.1% 223.8 0.574

0.228 14.5% 89.8 0.271

0.911 30.0% 186.3 0.182

0.870 28.0% 173.8 0.537

0.974 35.9% 223.0 0.846

0.729 23.7% 147.0 0.409

0.887 28.8% 178.6 0.960

0.755 24.3% 151.0 0.568

0.084 11.2% 69.3 0.913

0.808 25.8% 160.2 0.808

0.537 19.8% 123.0 0.866

0.822 26.3% 162.8 0.135

0.734 23.8% 147.7 0.218

0.263 15.1% 93.8 0.318

0.424 17.9% 110.9 0.155

0.103 11.7% 72.8 0.628

0.258 15.0% 93.3 0.095

0.996 43.9% 272.2 0.541

0.134 12.5% 77.7 0.854

0.796 25.5% 157.9 0.395

0.878 28.4% 176.1 0.808

0.093 11.4% 70.9 0.633

0.513 19.4% 120.4 0.787

0.003 6.0% 37.1 0.953

0.368 16.9% 105.1 0.328

0.575 20.5% 127.2 0.379

0.275 15.3% 95.2 0.563

0.491 19.0% 118.0 0.229

0.387 17.3% 107.0 0.307

0.407 17.6% 109.2 0.505



0.578 20.6% 127.5 0.215

0.158 13.1% 81.0 0.103

0.256 15.0% 93.1 0.161

0.891 29.0% 179.7 0.027

0.168 13.3% 82.3 0.396

0.835 26.7% 165.7 0.270

0.829 26.5% 164.4 0.689

0.354 16.7% 103.6 0.139

0.485 18.9% 117.3 0.956

0.820 26.2% 162.5 0.003

0.236 14.6% 90.8 0.629

0.717 23.4% 145.2 0.452

0.538 19.8% 123.0 0.682

0.500 19.2% 119.0 0.293

0.869 28.0% 173.6 0.869

0.040 9.5% 58.8 0.632

0.330 16.3% 101.0 0.223

0.594 20.9% 129.4 0.483

0.117 12.1% 75.0 0.074

0.838 26.8% 166.3 0.843

0.221 14.4% 89.0 0.072

0.976 36.2% 224.8 0.703

0.599 20.9% 129.9 0.907

0.576 20.5% 127.4 0.540

0.819 26.2% 162.2 0.040

0.621 21.4% 132.6 0.038

0.448 18.3% 113.4 0.564

0.958 33.7% 208.9 0.010

0.780 25.0% 155.1 0.468

0.136 12.6% 77.9 0.717

0.527 19.6% 121.9 0.425

0.128 12.4% 76.7 0.650

0.149 12.9% 79.7 0.395

0.276 15.4% 95.3 0.193

0.659 22.1% 137.3 0.428

0.650 21.9% 136.1 0.301

0.585 20.7% 128.4 0.817

0.921 30.6% 190.0 0.772

0.128 12.4% 76.7 0.714

0.022 8.4% 52.0 0.114

0.108 11.9% 73.5 0.091

0.115 12.0% 74.7 0.959

0.017 8.0% 49.7 0.730

0.180 13.5% 83.9 0.852



0.096 11.5% 71.5 0.539

0.102 11.7% 72.5 0.458

0.493 19.0% 118.1 0.561

0.532 19.7% 122.4 0.710

0.258 15.0% 93.3 0.742

0.574 20.5% 127.1 0.558

0.248 14.9% 92.2 0.711

0.763 24.5% 152.2 0.167

0.934 31.5% 195.7 0.630

0.198 13.9% 86.2 0.103

0.200 13.9% 86.5 0.927

0.191 13.8% 85.3 0.522

0.349 16.6% 103.0 0.991

0.117 12.1% 75.1 0.787

0.494 19.1% 118.3 0.082

0.042 9.6% 59.5 0.102

0.132 12.5% 77.3 0.509

0.358 16.8% 104.1 0.626

0.271 15.3% 94.7 0.538

0.150 12.9% 79.9 0.816

0.465 18.6% 115.2 0.711

0.717 23.4% 145.2 0.039

0.907 29.8% 184.9 0.572

0.953 33.2% 206.0 0.444

0.727 23.6% 146.6 0.977

0.287 15.6% 96.5 0.473

0.590 20.8% 128.9 0.734

0.612 21.2% 131.6 0.450

0.205 14.0% 87.1 0.122

0.382 17.2% 106.6 0.847

0.584 20.7% 128.2 0.971

0.665 22.3% 138.1 0.708

0.152 12.9% 80.2 0.846

0.013 7.6% 47.0 0.885

0.979 36.8% 228.2 0.643

0.717 23.4% 145.2 0.647

0.374 17.0% 105.7 0.749

0.118 12.1% 75.1 0.344

0.985 38.3% 237.5 0.061

0.651 22.0% 136.3 0.226

0.543 19.9% 123.6 0.341

0.881 28.5% 176.9 0.998

0.110 11.9% 73.9 0.400

0.940 32.0% 198.6 0.546



0.672 22.4% 139.1 0.754

0.679 22.6% 139.9 0.256

0.532 19.7% 122.4 0.708

0.873 28.1% 174.5 0.478

0.599 21.0% 130.0 0.842

0.870 28.0% 173.9 0.798

0.575 20.5% 127.2 0.425

0.959 33.8% 209.6 0.228

0.899 29.4% 182.3 0.602

0.155 13.0% 80.7 0.342

0.131 12.5% 77.2 0.293

0.882 28.6% 177.2 0.246

0.679 22.6% 140.0 0.006

0.349 16.6% 103.1 0.352

0.584 20.7% 128.3 0.034

0.288 15.6% 96.6 0.086

0.711 23.3% 144.3 0.296

0.749 24.2% 150.0 0.014

0.488 19.0% 117.6 0.126

0.592 20.8% 129.2 0.439

0.041 9.5% 59.1 0.245

0.217 14.3% 88.5 0.988

0.047 9.8% 61.0 0.159

0.920 30.6% 189.6 0.475

0.356 16.7% 103.8 0.414

0.168 13.3% 82.3 0.545

0.510 19.3% 120.0 0.398

0.631 21.6% 133.8 0.772

0.819 26.2% 162.2 0.381

0.944 32.3% 200.4 0.749

0.586 20.7% 128.4 0.456

0.715 23.4% 144.9 0.740

0.923 30.8% 190.8 0.350

0.962 34.1% 211.7 0.761

0.658 22.1% 137.2 0.123

0.555 20.1% 124.9 0.770

0.423 17.9% 110.9 0.741

0.957 33.6% 208.4 0.155

0.050 10.0% 61.8 0.510

0.990 40.1% 248.7 0.644

0.943 32.3% 200.2 0.226

0.582 20.6% 128.0 0.505

0.530 19.7% 122.2 0.401

0.627 21.5% 133.4 0.648



0.475 18.7% 116.3 0.922

0.085 11.2% 69.6 0.942

0.851 27.3% 169.3 0.510

0.546 20.0% 124.0 0.369

0.211 14.2% 87.8 0.262

0.661 22.2% 137.5 0.627

0.472 18.7% 115.9 0.165

0.107 11.8% 73.5 0.657

0.769 24.7% 153.3 0.115

0.121 12.2% 75.7 0.211

0.188 13.7% 84.9 0.524

0.362 16.8% 104.4 0.815

0.144 12.7% 79.1 0.124

0.685 22.7% 140.8 0.561

0.424 17.9% 111.0 0.677

0.052 10.0% 62.2 0.697

0.630 21.6% 133.7 0.430

0.312 16.0% 99.2 0.909

0.298 15.7% 97.7 0.332

0.642 21.8% 135.2 0.272

0.995 42.8% 265.6 0.994

0.132 12.5% 77.3 0.050

0.397 17.4% 108.1 0.362

0.843 27.0% 167.3 0.323

0.749 24.2% 150.0 0.304

0.651 22.0% 136.3 0.322

0.915 30.3% 187.8 0.136

0.249 14.9% 92.3 0.757

0.126 12.3% 76.5 0.536

0.315 16.0% 99.5 0.016

0.803 25.7% 159.2 0.636

0.967 34.8% 215.8 0.979

0.629 21.5% 133.5 0.260

0.064 10.5% 65.1 0.059

0.038 9.4% 58.2 0.128

0.845 27.1% 167.8 0.450

0.234 14.6% 90.5 0.748

0.660 22.2% 137.5 0.989

0.542 19.9% 123.4 0.115

0.819 26.2% 162.4 0.019

0.570 20.4% 126.6 0.231

0.454 18.4% 114.0 0.496

0.507 19.3% 119.7 0.611

0.616 21.3% 132.0 0.519



0.834 26.7% 165.4 0.762

0.869 28.0% 173.5 0.329

0.526 19.6% 121.7 0.222

0.972 35.5% 220.3 0.799

0.892 29.0% 180.0 0.989

0.466 18.6% 115.3 0.338

0.495 19.1% 118.4 0.275

0.522 19.6% 121.3 0.480

0.387 17.3% 107.1 0.302

0.819 26.2% 162.2 0.572

0.717 23.4% 145.1 0.465

0.041 9.6% 59.3 0.900

0.416 17.7% 110.1 0.090

0.656 22.1% 137.0 0.616

0.008 7.0% 43.4 0.406

0.857 27.5% 170.7 0.957

0.546 20.0% 124.0 0.966

0.472 18.7% 116.0 0.738

0.591 20.8% 129.0 0.077

0.121 12.2% 75.7 0.264

0.655 22.1% 136.8 0.378

0.201 14.0% 86.6 0.096

0.321 16.1% 100.1 0.868

0.607 21.1% 130.9 0.558

0.504 19.2% 119.4 0.626

0.443 18.2% 112.9 0.713

0.344 16.5% 102.6 0.710

0.004 6.3% 39.0 0.553

0.622 21.4% 132.7 0.830

0.643 21.8% 135.3 0.403

0.962 34.2% 211.9 0.138

0.331 16.3% 101.2 0.560

0.385 17.2% 106.8 0.426

0.947 32.6% 202.1 0.632

0.649 21.9% 136.1 0.536

0.160 13.1% 81.4 0.210

0.385 17.2% 106.8 0.108

0.674 22.5% 139.3 0.519

0.351 16.7% 103.3 0.112

0.100 11.6% 72.2 0.776

0.778 25.0% 154.8 0.794

0.883 28.6% 177.5 0.511

0.449 18.3% 113.5 0.695

0.899 29.4% 182.4 0.904



0.734 23.8% 147.7 0.119

0.591 20.8% 129.1 0.153

0.221 14.3% 89.0 0.944

0.783 25.1% 155.7 0.215

0.466 18.6% 115.4 0.178

0.578 20.6% 127.6 0.686

0.759 24.4% 151.6 0.272

0.560 20.2% 125.5 0.836

0.406 17.6% 109.0 0.172

0.814 26.0% 161.4 0.575

0.852 27.3% 169.4 0.068

0.552 20.1% 124.6 0.034

0.800 25.6% 158.7 0.123

0.058 10.3% 63.7 0.738

0.506 19.3% 119.6 0.774

0.668 22.3% 138.5 0.023

0.830 26.5% 164.6 0.280

0.737 23.9% 148.1 0.957

0.637 21.7% 134.5 0.087

0.798 25.5% 158.4 0.767

0.446 18.3% 113.2 0.039

0.187 13.7% 84.8 0.925

0.390 17.3% 107.4 0.261

0.958 33.7% 209.0 0.418

0.998 46.7% 289.5 0.739

0.371 17.0% 105.4 0.483

0.841 26.9% 167.0 0.191

0.329 16.3% 100.9 0.454

0.853 27.3% 169.6 0.923

0.610 21.2% 131.3 0.995

0.940 32.0% 198.2 0.330

0.875 28.3% 175.3 0.730

0.572 20.5% 126.9 0.567

0.319 16.1% 99.9 0.451

0.952 33.0% 204.8 0.762

0.149 12.9% 79.8 0.305

0.618 21.3% 132.3 0.889

0.338 16.4% 101.9 0.224

0.842 27.0% 167.3 0.076

0.245 14.8% 91.7 0.535

0.035 9.3% 57.4 0.566

0.645 21.9% 135.6 0.289

0.998 46.5% 288.4 0.008

0.511 19.4% 120.1 0.978



0.456 18.4% 114.2 0.457

0.516 19.4% 120.6 0.113

0.904 29.6% 183.8 0.996

0.161 13.1% 81.4 0.289

0.866 27.8% 172.7 0.465

0.100 11.6% 72.2 0.582

0.400 17.5% 108.4 0.704

0.301 15.8% 98.0 0.727

0.612 21.2% 131.5 0.913

0.810 25.9% 160.5 0.952

0.238 14.7% 91.0 0.324

0.243 14.8% 91.6 0.426

0.614 21.2% 131.7 0.066

0.301 15.8% 97.9 0.954

0.085 11.2% 69.5 0.406

0.668 22.3% 138.4 0.533

0.450 18.3% 113.6 0.194

0.597 20.9% 129.8 0.700

0.170 13.3% 82.6 0.829

0.226 14.4% 89.5 0.107

0.625 21.4% 133.0 0.087

0.567 20.4% 126.3 0.781

0.976 36.3% 224.9 0.245

0.279 15.4% 95.6 0.239

0.053 10.1% 62.5 0.329

0.256 15.0% 93.0 0.040

0.200 13.9% 86.4 0.153

0.749 24.2% 150.0 0.616

0.727 23.6% 146.7 0.917

0.265 15.2% 94.0 0.173

0.515 19.4% 120.5 0.614

0.234 14.6% 90.5 0.715

0.970 35.3% 218.9 0.586

0.877 28.3% 175.7 0.032

0.253 14.9% 92.7 0.793

0.685 22.7% 140.7 0.355

0.343 16.5% 102.4 0.766

0.406 17.6% 109.1 0.276

0.338 16.4% 102.0 0.669

0.661 22.2% 137.6 0.071

0.020 8.2% 51.2 0.881

0.506 19.3% 119.6 0.953

0.192 13.8% 85.5 0.664

0.140 12.6% 78.5 0.063



0.050 9.9% 61.7 0.081

0.827 26.4% 164.0 0.262

0.153 12.9% 80.3 0.736

0.443 18.2% 112.9 0.686

0.294 15.7% 97.2 0.293

0.149 12.9% 79.8 0.284

0.677 22.5% 139.7 0.572

0.663 22.2% 137.9 0.030

0.101 11.7% 72.4 0.403

0.656 22.1% 137.0 0.410

0.082 11.1% 68.9 0.614

0.412 17.7% 109.6 0.759

0.557 20.2% 125.2 0.902

0.066 10.6% 65.5 0.516

0.312 16.0% 99.2 0.185

0.637 21.7% 134.6 0.893

0.426 17.9% 111.2 0.541

0.411 17.7% 109.6 0.580

0.228 14.5% 89.8 0.423

0.819 26.2% 162.4 0.808

0.859 27.6% 171.2 0.439

0.108 11.9% 73.5 0.401

0.056 10.2% 63.2 0.740

0.483 18.9% 117.1 0.385

0.586 20.7% 128.5 0.117

0.041 9.6% 59.2 0.093

0.536 19.8% 122.9 0.941

0.497 19.1% 118.6 0.237

0.283 15.5% 96.1 0.685

0.511 19.4% 120.1 0.800

0.227 14.5% 89.7 0.285

0.737 23.9% 148.2 0.124

0.092 11.4% 70.8 0.565

0.856 27.5% 170.5 0.416

0.960 34.0% 210.7 0.898

0.836 26.8% 165.9 0.552

0.599 21.0% 130.0 0.064

0.990 40.0% 248.3 0.386

0.450 18.3% 113.6 0.915

0.140 12.7% 78.5 0.684

0.263 15.1% 93.8 0.949

0.073 10.8% 67.2 0.065

0.128 12.4% 76.7 0.225

0.728 23.7% 146.8 0.618



0.195 13.8% 85.9 0.474

0.850 27.2% 168.9 0.942

0.947 32.5% 201.9 0.074

0.971 35.4% 219.5 0.225

0.994 42.0% 260.3 0.009

0.565 20.3% 126.0 0.765

0.267 15.2% 94.3 0.572

0.020 8.2% 51.1 0.761

0.365 16.9% 104.8 0.769

0.422 17.8% 110.7 0.694

0.109 11.9% 73.7 0.986

0.257 15.0% 93.2 0.805

0.747 24.1% 149.7 0.936

0.402 17.5% 108.6 0.988

0.433 18.0% 111.8 0.713

0.041 9.6% 59.3 0.970

0.639 21.7% 134.9 0.963

0.644 21.8% 135.5 0.709

0.733 23.8% 147.6 0.954

0.805 25.7% 159.6 0.760

0.448 18.3% 113.5 0.098

0.408 17.6% 109.2 0.916

0.908 29.9% 185.4 0.853

0.388 17.3% 107.2 0.897

0.573 20.5% 127.0 0.630

0.005 6.4% 39.9 0.379

0.666 22.3% 138.2 0.445

0.049 9.9% 61.5 0.568

0.371 17.0% 105.4 0.167

0.083 11.2% 69.2 0.023

0.402 17.5% 108.6 0.268

0.475 18.8% 116.3 0.133

0.792 25.3% 157.2 0.584

0.192 13.8% 85.5 0.205

0.387 17.3% 107.1 0.717

0.086 11.2% 69.7 0.431

0.506 19.3% 119.6 0.458

0.210 14.1% 87.7 0.590

0.387 17.3% 107.1 0.762

0.567 20.4% 126.3 0.535

0.174 13.4% 83.2 0.796

0.870 28.0% 173.9 0.602

0.669 22.4% 138.7 0.942

0.306 15.9% 98.5 0.575



0.230 14.5% 90.1 0.145

0.249 14.9% 92.2 0.109

0.897 29.3% 181.6 0.242

0.806 25.8% 159.8 0.757

0.949 32.8% 203.4 0.041

0.052 10.0% 62.3 0.640

0.840 26.9% 166.8 0.011

0.507 19.3% 119.7 0.344

0.195 13.8% 85.9 0.631

0.078 11.0% 68.1 0.250

0.790 25.3% 156.9 0.762

0.410 17.6% 109.5 0.904

0.813 26.0% 161.1 0.641

0.425 17.9% 111.0 0.651

0.449 18.3% 113.5 0.750

0.590 20.8% 128.9 0.577

0.139 12.6% 78.4 0.388

0.883 28.6% 177.3 0.181

0.803 25.7% 159.2 0.521

0.788 25.2% 156.5 0.136

0.018 8.1% 50.4 0.928

0.704 23.1% 143.4 0.538

0.032 9.1% 56.3 0.179

0.092 11.4% 70.8 0.972

0.564 20.3% 125.9 0.341

0.785 25.1% 155.9 0.526

0.440 18.2% 112.6 0.573

0.278 15.4% 95.5 0.164

0.581 20.6% 127.9 0.390

0.704 23.1% 143.4 0.889

0.330 16.3% 101.0 0.671

0.987 39.0% 241.7 0.462

0.149 12.9% 79.8 0.062

0.325 16.2% 100.6 0.382

0.226 14.4% 89.6 0.070

0.600 21.0% 130.1 0.964

0.562 20.3% 125.8 0.871

0.935 31.6% 195.9 0.996

0.198 13.9% 86.3 0.806

0.396 17.4% 108.0 0.997

0.385 17.2% 106.8 0.756

0.519 19.5% 121.0 0.304

0.926 31.0% 192.2 0.798

0.513 19.4% 120.3 0.318



0.854 27.4% 169.8 0.851

0.429 18.0% 111.5 0.982

0.886 28.7% 178.2 0.385

0.174 13.4% 83.2 0.869

0.725 23.6% 146.3 0.917

0.868 27.9% 173.3 0.567

0.099 11.6% 72.1 0.719

0.485 18.9% 117.3 0.020

0.536 19.8% 122.8 0.046

0.109 11.9% 73.7 0.391

0.595 20.9% 129.5 0.233

0.086 11.2% 69.6 0.225

0.217 14.3% 88.5 0.501

0.726 23.6% 146.6 0.822

0.658 22.1% 137.2 0.998

0.854 27.4% 169.8 0.563

0.835 26.7% 165.6 0.026

0.402 17.5% 108.6 0.287

0.670 22.4% 138.7 0.974

0.261 15.1% 93.6 0.518

0.141 12.7% 78.6 0.972

0.192 13.8% 85.4 0.543

0.033 9.1% 56.5 0.252

0.240 14.7% 91.3 0.636

0.211 14.2% 87.8 0.171

0.176 13.5% 83.4 0.807

0.743 24.0% 149.1 0.901

0.078 11.0% 68.1 0.819

0.569 20.4% 126.6 0.474

0.601 21.0% 130.2 0.404

0.612 21.2% 131.5 0.829

0.507 19.3% 119.7 0.251

0.242 14.7% 91.5 0.204

0.340 16.5% 102.1 0.273

0.633 21.6% 134.0 0.810

0.437 18.1% 112.3 0.792

0.747 24.1% 149.7 0.455

0.185 13.6% 84.5 0.391

0.173 13.4% 83.1 0.112

0.122 12.2% 75.8 0.667

0.580 20.6% 127.7 0.693

0.263 15.1% 93.8 0.758

0.928 31.1% 192.9 0.124

0.642 21.8% 135.2 0.284



0.455 18.4% 114.1 0.944

0.719 23.5% 145.5 0.467

0.741 24.0% 148.7 0.469

0.648 21.9% 135.9 0.431

0.162 13.1% 81.5 0.727

0.232 14.6% 90.3 0.920

0.173 13.4% 83.1 0.779

0.117 12.1% 75.1 0.638

0.932 31.4% 194.6 0.983

0.876 28.3% 175.4 0.233

0.223 14.4% 89.3 0.773

0.100 11.6% 72.3 0.716

0.409 17.6% 109.3 0.067

0.587 20.7% 128.6 0.767

0.416 17.8% 110.1 0.755

0.060 10.4% 64.2 0.264

0.687 22.7% 141.0 0.815

0.114 12.0% 74.6 0.846

0.850 27.2% 168.9 0.140

0.437 18.1% 112.2 0.749

0.972 35.5% 220.3 0.815

0.819 26.2% 162.4 0.673

0.105 11.8% 73.1 0.766

0.146 12.8% 79.4 0.525

0.292 15.6% 97.0 0.843

0.412 17.7% 109.6 0.104

0.730 23.7% 147.1 0.359

0.608 21.1% 131.1 0.305

0.660 22.2% 137.5 0.717

0.659 22.1% 137.3 0.827

0.152 12.9% 80.2 0.755

0.187 13.7% 84.9 0.575

0.443 18.2% 112.9 0.636

0.253 14.9% 92.7 0.284

0.868 27.9% 173.3 0.779

0.573 20.5% 127.0 0.793

0.334 16.4% 101.5 0.532

0.915 30.2% 187.6 0.825

0.719 23.5% 145.5 0.907

0.728 23.7% 146.9 0.397

0.828 26.5% 164.1 0.753

0.132 12.5% 77.4 0.254

0.040 9.5% 58.9 0.601

0.963 34.3% 212.9 0.431



0.627 21.5% 133.4 0.402

0.432 18.0% 111.7 0.318

0.679 22.6% 140.0 0.478

0.400 17.5% 108.4 0.294

0.468 18.6% 115.5 0.875

0.917 30.4% 188.6 0.258

0.967 34.9% 216.2 0.932

0.950 32.9% 203.8 0.162

0.496 19.1% 118.5 0.464

0.412 17.7% 109.7 0.429

0.132 12.5% 77.3 0.615

0.637 21.7% 134.5 0.026

0.780 25.0% 155.1 0.816

0.210 14.1% 87.7 0.190

0.452 18.4% 113.8 0.915

0.025 8.6% 53.6 0.886

0.524 19.6% 121.5 0.521

0.859 27.6% 171.1 0.591

0.227 14.5% 89.7 0.511

0.959 33.8% 209.4 0.715

0.783 25.1% 155.6 0.316

0.049 9.9% 61.4 0.956

0.687 22.7% 141.1 0.153

0.127 12.3% 76.5 0.628

0.530 19.7% 122.2 0.901

0.993 41.3% 255.9 0.618

0.531 19.7% 122.3 0.509

0.302 15.8% 98.1 0.638

0.834 26.7% 165.5 0.012

0.048 9.9% 61.2 0.116

0.744 24.1% 149.2 0.659

0.594 20.9% 129.4 0.669

0.657 22.1% 137.1 0.532

0.452 18.4% 113.9 0.112

0.617 21.3% 132.1 0.952

0.994 42.2% 261.6 0.168

0.841 26.9% 167.0 0.998

0.999 47.9% 297.1 0.423

0.529 19.7% 122.0 0.534

0.576 20.5% 127.3 0.531

0.035 9.2% 57.2 0.765

0.842 27.0% 167.3 0.026

0.873 28.2% 174.7 0.281

0.493 19.1% 118.2 0.310



0.707 23.2% 143.7 0.811

0.497 19.1% 118.6 0.644

0.125 12.3% 76.2 0.442

0.106 11.8% 73.2 0.384

0.852 27.3% 169.4 0.056

0.416 17.7% 110.1 0.484

0.091 11.4% 70.6 0.824

0.854 27.4% 169.9 0.849

0.046 9.8% 60.8 0.872



on time overrun risk Traffic risk - first year shortfall in Payment risk - revenue shortfall Opex risk

Normal Gamma Normal

30.0 Average overrun R cr. 49.0 User char R cr. 49.0 User char R cr.

13.5

870.3 R cr. 11.3 R cr. 7.34 R cr.

13.6 R cr. 11.3 R cr. 7.3 R cr.

45.4% % of base 23.1% % of base 14.9% % of base

33.750 Mean 0.770 Alpha 45.000 Mean

0.013 Std Dev 0.260 Beta 0.003 Std Dev

Overrun IDC Addn Random Revenues Random Revenues Random

% of base Months R cr. % of base R cr. % of base R cr.

32.5% 9.8 46.3 0.708 78.4% 10.6 0.067 11.8% 5.8 0.946

38.3% 11.5 54.0 0.778 79.0% 10.3 0.689 16.0% 7.8 0.683

51.3% 15.4 71.3 0.568 77.4% 11.0 0.531 15.1% 7.4 0.392

49.2% 14.8 68.7 0.210 74.9% 12.3 0.198 13.1% 6.4 0.451

35.7% 10.7 50.5 0.530 77.2% 11.2 0.050 11.5% 5.6 0.580

36.3% 10.9 51.3 0.149 74.3% 12.6 0.388 14.3% 7.0 0.769

49.1% 14.7 68.5 0.060 73.0% 13.2 0.146 12.7% 6.2 0.139

41.7% 12.5 58.6 0.037 72.4% 13.5 0.327 13.9% 6.8 0.668

46.5% 13.9 65.0 0.876 80.0% 9.8 0.017 10.7% 5.2 0.859

48.7% 14.6 68.0 0.755 78.8% 10.4 0.444 14.6% 7.1 0.178

65.3% 19.6 89.4 0.748 78.7% 10.4 0.163 12.8% 6.3 0.406

49.0% 14.7 68.3 0.718 78.5% 10.5 0.839 17.2% 8.4 0.573

50.3% 15.1 70.1 0.642 77.9% 10.8 0.393 14.3% 7.0 0.506

39.9% 12.0 56.3 0.435 76.6% 11.5 0.482 14.8% 7.2 0.956

60.0% 18.0 82.7 0.963 81.7% 9.0 0.041 11.3% 5.6 0.422

37.1% 11.1 52.4 0.129 74.1% 12.7 0.835 17.2% 8.4 0.988

38.7% 11.6 54.7 0.989 83.0% 8.3 0.737 16.3% 8.0 0.702

41.7% 12.5 58.7 0.220 75.0% 12.2 0.216 13.2% 6.5 0.097

49.0% 14.7 68.4 0.392 76.3% 11.6 0.559 15.2% 7.5 0.914

34.5% 10.3 48.9 0.481 76.9% 11.3 0.582 15.4% 7.5 0.819

51.5% 15.5 71.7 0.611 77.7% 10.9 0.099 12.2% 6.0 0.534

60.2% 18.1 82.9 0.882 80.1% 9.7 0.537 15.1% 7.4 0.329

38.6% 11.6 54.6 0.923 80.7% 9.4 0.111 12.3% 6.0 0.791

isks Operations risk



55.1% 16.5 76.3 0.551 77.3% 11.1 0.060 11.7% 5.7 0.152

39.5% 11.8 55.7 0.130 74.1% 12.7 0.006 10.0% 4.9 0.513

48.0% 14.4 67.0 0.391 76.3% 11.6 0.019 10.8% 5.3 0.612

32.8% 9.9 46.7 0.576 77.5% 11.0 0.556 15.2% 7.4 0.375

61.9% 18.6 85.1 0.658 78.1% 10.7 0.253 13.5% 6.6 0.679

31.3% 9.4 44.5 0.139 74.2% 12.6 0.807 16.9% 8.3 0.425

31.0% 9.3 44.1 0.225 75.0% 12.2 0.332 13.9% 6.8 0.655

38.9% 11.7 54.9 0.547 77.3% 11.1 0.291 13.7% 6.7 0.801

49.8% 14.9 69.4 0.024 71.9% 13.8 0.448 14.6% 7.1 0.110

42.2% 12.7 59.3 0.365 76.1% 11.7 0.429 14.5% 7.1 0.457

51.7% 15.5 71.9 0.540 77.3% 11.1 0.417 14.4% 7.1 0.857

38.7% 11.6 54.7 0.277 75.5% 12.0 0.739 16.4% 8.0 0.918

39.4% 11.8 55.6 0.965 81.7% 8.9 0.981 20.0% 9.8 0.723

40.5% 12.1 57.0 0.962 81.6% 9.0 0.808 16.9% 8.3 0.669

47.8% 14.3 66.7 0.909 80.5% 9.6 0.135 12.6% 6.2 0.109

47.9% 14.4 66.9 0.531 77.2% 11.2 0.522 15.0% 7.3 0.330

52.0% 15.6 72.3 0.551 77.3% 11.1 0.237 13.3% 6.5 0.733

44.1% 13.2 61.8 0.928 80.8% 9.4 0.383 14.2% 7.0 0.406

34.7% 10.4 49.2 0.824 79.4% 10.1 0.142 12.6% 6.2 0.143

36.7% 11.0 52.0 0.901 80.4% 9.6 0.042 11.4% 5.6 0.410

45.6% 13.7 63.9 0.656 78.0% 10.7 0.610 15.5% 7.6 0.229

50.3% 15.1 70.1 0.113 73.9% 12.8 0.489 14.8% 7.3 0.967

46.0% 13.8 64.4 0.087 73.5% 13.0 0.450 14.6% 7.2 0.330

54.1% 16.2 75.0 0.902 80.4% 9.6 0.305 13.8% 6.7 0.868

32.3% 9.7 46.0 0.872 80.0% 9.8 0.500 14.9% 7.3 0.295

46.2% 13.9 64.7 0.725 78.6% 10.5 0.964 19.3% 9.4 0.719

41.6% 12.5 58.5 0.363 76.1% 11.7 0.316 13.8% 6.8 0.311

53.2% 16.0 73.9 0.492 76.9% 11.3 0.084 12.0% 5.9 0.369

42.0% 12.6 59.1 0.795 79.1% 10.2 0.009 10.2% 5.0 0.721

28.1% 8.4 40.1 0.328 75.8% 11.8 0.892 17.8% 8.7 0.399

44.0% 13.2 61.8 0.631 77.9% 10.8 0.341 14.0% 6.9 0.635

53.8% 16.1 74.6 0.714 78.5% 10.5 0.709 16.1% 7.9 0.791

52.9% 15.9 73.4 0.284 75.5% 12.0 0.232 13.3% 6.5 0.320

45.5% 13.6 63.7 0.530 77.2% 11.2 0.396 14.3% 7.0 0.317

39.9% 12.0 56.2 0.918 80.6% 9.5 0.872 17.6% 8.6 0.730

45.1% 13.5 63.3 0.752 78.8% 10.4 0.911 18.1% 8.9 0.470

40.0% 12.0 56.4 0.533 77.2% 11.2 0.694 16.0% 7.9 0.770

46.9% 14.1 65.6 0.862 79.8% 9.9 0.408 14.4% 7.0 0.475

46.4% 13.9 64.9 0.865 79.9% 9.9 0.076 11.9% 5.8 0.743

49.5% 14.9 69.1 0.481 76.9% 11.3 0.575 15.3% 7.5 0.374

36.1% 10.8 51.1 0.509 77.1% 11.2 0.787 16.7% 8.2 0.066

47.5% 14.2 66.3 0.312 75.7% 11.9 0.204 13.1% 6.4 0.619

35.6% 10.7 50.4 0.091 73.5% 13.0 0.515 15.0% 7.3 0.856

39.1% 11.7 55.2 0.785 79.1% 10.3 0.665 15.9% 7.8 0.560



51.6% 15.5 71.8 0.962 81.6% 9.0 0.228 13.3% 6.5 0.327

31.8% 9.5 45.2 0.173 74.5% 12.5 0.864 17.5% 8.5 0.714

41.8% 12.5 58.7 0.399 76.3% 11.6 0.921 18.3% 8.9 0.951

64.0% 19.2 87.8 0.548 77.3% 11.1 0.382 14.2% 7.0 0.441

46.4% 13.9 65.0 0.300 75.6% 11.9 0.075 11.9% 5.8 0.998

46.3% 13.9 64.8 0.939 81.0% 9.3 0.860 17.4% 8.5 0.543

43.1% 12.9 60.5 0.035 72.3% 13.6 0.484 14.8% 7.2 0.256

39.1% 11.7 55.2 0.946 81.2% 9.2 0.278 13.6% 6.7 0.027

44.3% 13.3 62.1 0.781 79.0% 10.3 0.100 12.2% 6.0 0.084

44.2% 13.3 62.0 0.961 81.6% 9.0 0.929 18.4% 9.0 0.886

53.8% 16.2 74.7 0.494 77.0% 11.3 0.361 14.1% 6.9 0.679

36.1% 10.8 51.1 0.797 79.2% 10.2 0.875 17.6% 8.6 0.613

60.4% 18.1 83.2 0.744 78.7% 10.4 0.600 15.5% 7.6 0.762

50.0% 15.0 69.7 0.820 79.4% 10.1 0.609 15.5% 7.6 0.041

48.7% 14.6 68.0 0.429 76.5% 11.5 0.236 13.3% 6.5 0.451

52.2% 15.6 72.5 0.445 76.6% 11.4 0.547 15.2% 7.4 0.489

48.6% 14.6 67.8 0.474 76.8% 11.3 0.028 11.0% 5.4 0.701

46.7% 14.0 65.3 0.051 72.7% 13.3 0.298 13.7% 6.7 0.393

46.3% 13.9 64.9 0.312 75.7% 11.9 0.412 14.4% 7.0 0.569

53.9% 16.2 74.8 0.622 77.8% 10.9 0.508 14.9% 7.3 0.570

47.9% 14.4 67.0 0.998 84.4% 7.6 0.722 16.2% 8.0 0.986

35.6% 10.7 50.5 0.192 74.7% 12.4 0.935 18.5% 9.1 0.286

38.9% 11.7 54.9 0.280 75.5% 12.0 0.139 12.6% 6.2 0.946

46.8% 14.0 65.5 0.072 73.2% 13.1 0.763 16.5% 8.1 0.031

39.8% 11.9 56.1 0.882 80.1% 9.7 0.027 11.0% 5.4 0.480

43.6% 13.1 61.3 0.859 79.8% 9.9 0.130 12.5% 6.1 0.329

53.5% 16.1 74.3 0.079 73.3% 13.1 0.658 15.8% 7.7 0.884

46.3% 13.9 64.8 0.136 74.1% 12.7 0.726 16.3% 8.0 0.051

49.7% 14.9 69.3 0.007 70.6% 14.4 0.663 15.8% 7.8 0.702

53.5% 16.0 74.2 0.561 77.4% 11.1 0.550 15.2% 7.4 0.669

39.7% 11.9 56.0 0.125 74.0% 12.7 0.475 14.8% 7.2 0.268

36.4% 10.9 51.6 0.125 74.0% 12.7 0.930 18.4% 9.0 0.022

49.5% 14.9 69.1 0.893 80.2% 9.7 0.002 9.5% 4.6 0.814

63.9% 19.2 87.6 0.987 82.8% 8.4 0.265 13.5% 6.6 0.336

53.8% 16.1 74.6 0.886 80.1% 9.7 0.846 17.3% 8.5 0.893

55.9% 16.8 77.3 0.240 75.2% 12.2 0.753 16.5% 8.1 0.089

34.2% 10.3 48.6 0.856 79.8% 9.9 0.675 15.9% 7.8 0.829

39.9% 12.0 56.2 0.586 77.6% 11.0 0.118 12.4% 6.1 0.150

40.3% 12.1 56.7 0.216 75.0% 12.3 0.515 15.0% 7.3 0.105

42.7% 12.8 60.0 0.189 74.7% 12.4 0.378 14.2% 7.0 0.887

30.8% 9.2 43.9 0.309 75.7% 11.9 0.539 15.1% 7.4 0.159

43.4% 13.0 60.9 0.998 84.4% 7.6 0.309 13.8% 6.8 0.675

57.1% 17.1 78.9 0.834 79.5% 10.0 0.662 15.8% 7.8 0.983

38.9% 11.7 54.9 0.470 76.8% 11.4 0.548 15.2% 7.4 0.830



43.2% 13.0 60.7 0.170 74.5% 12.5 0.319 13.9% 6.8 0.174

36.9% 11.1 52.2 0.018 71.6% 13.9 0.611 15.5% 7.6 0.368

43.2% 12.9 60.6 0.425 76.5% 11.5 0.321 13.9% 6.8 0.187

32.2% 9.7 45.8 0.663 78.1% 10.7 0.257 13.5% 6.6 0.997

46.5% 14.0 65.1 0.917 80.6% 9.5 0.857 17.4% 8.5 0.773

34.6% 10.4 49.1 0.818 79.4% 10.1 0.790 16.8% 8.2 0.456

41.9% 12.6 58.9 0.416 76.4% 11.5 0.494 14.9% 7.3 0.551

32.1% 9.6 45.6 0.848 79.7% 9.9 0.541 15.1% 7.4 0.029

48.7% 14.6 67.9 0.474 76.8% 11.3 0.348 14.0% 6.9 0.579

36.7% 11.0 51.9 0.967 81.8% 8.9 0.802 16.9% 8.3 0.086

50.8% 15.2 70.7 0.829 79.5% 10.0 0.599 15.5% 7.6 0.768

29.3% 8.8 41.9 0.020 71.7% 13.9 0.844 17.3% 8.4 0.425

60.5% 18.2 83.3 0.966 81.8% 8.9 0.131 12.5% 6.1 0.214

50.2% 15.1 69.9 0.587 77.6% 11.0 0.917 18.2% 8.9 0.361

41.8% 12.5 58.8 0.095 73.6% 12.9 0.590 15.4% 7.5 0.488

38.4% 11.5 54.3 0.057 72.9% 13.3 0.437 14.5% 7.1 0.934

45.1% 13.5 63.2 0.141 74.2% 12.6 0.020 10.8% 5.3 0.582

38.9% 11.7 54.9 0.098 73.6% 12.9 0.851 17.3% 8.5 0.786

41.4% 12.4 58.3 0.832 79.5% 10.0 0.372 14.2% 6.9 0.819

48.2% 14.5 67.3 0.613 77.7% 10.9 0.153 12.7% 6.2 0.754

34.3% 10.3 48.6 0.756 78.8% 10.4 0.283 13.7% 6.7 0.223

41.4% 12.4 58.2 0.009 70.8% 14.3 0.602 15.5% 7.6 0.267

59.8% 18.0 82.4 0.723 78.5% 10.5 0.283 13.7% 6.7 0.796

42.3% 12.7 59.5 0.878 80.0% 9.8 0.062 11.7% 5.7 0.043

48.6% 14.6 67.8 0.927 80.8% 9.4 0.053 11.6% 5.7 0.317

52.1% 15.6 72.4 0.577 77.5% 11.0 0.694 16.0% 7.9 0.015

46.0% 13.8 64.4 0.515 77.1% 11.2 0.753 16.5% 8.1 0.486

44.5% 13.3 62.4 0.014 71.3% 14.1 0.666 15.9% 7.8 0.707

38.6% 11.6 54.5 0.409 76.4% 11.6 0.320 13.9% 6.8 0.615

38.1% 11.4 53.9 0.308 75.7% 11.9 0.426 14.5% 7.1 0.839

39.4% 11.8 55.6 0.242 75.2% 12.1 0.337 14.0% 6.8 0.346

50.1% 15.0 69.8 0.701 78.4% 10.6 0.709 16.1% 7.9 0.927

50.9% 15.3 70.9 0.903 80.4% 9.6 0.718 16.2% 7.9 0.689

55.3% 16.6 76.5 0.481 76.9% 11.3 0.183 13.0% 6.3 0.753

45.6% 13.7 63.9 0.367 76.1% 11.7 0.558 15.2% 7.4 0.443

43.6% 13.1 61.3 0.519 77.1% 11.2 0.826 17.1% 8.4 0.424

39.1% 11.7 55.2 0.978 82.3% 8.7 0.606 15.5% 7.6 0.738

45.9% 13.8 64.3 0.353 76.0% 11.7 0.783 16.7% 8.2 0.220

36.5% 11.0 51.7 0.405 76.4% 11.6 0.218 13.2% 6.5 0.185

44.5% 13.4 62.4 0.485 76.9% 11.3 0.997 21.9% 10.7 0.541

40.5% 12.1 57.0 0.517 77.1% 11.2 0.734 16.3% 8.0 0.312

55.2% 16.6 76.5 0.465 76.8% 11.4 0.162 12.8% 6.3 0.612

39.7% 11.9 56.0 0.040 72.4% 13.5 0.236 13.3% 6.5 0.624

57.0% 17.1 78.8 0.166 74.5% 12.5 0.056 11.6% 5.7 0.971



47.2% 14.2 66.0 0.784 79.0% 10.3 0.194 13.0% 6.4 0.293

42.8% 12.9 60.2 0.502 77.0% 11.3 0.165 12.8% 6.3 0.526

41.1% 12.3 57.9 0.284 75.5% 12.0 0.112 12.3% 6.0 0.851

36.7% 11.0 51.9 0.670 78.1% 10.7 0.304 13.8% 6.7 0.008

42.8% 12.9 60.2 0.425 76.5% 11.5 0.333 13.9% 6.8 0.653

46.0% 13.8 64.4 0.556 77.4% 11.1 0.515 15.0% 7.3 0.602

41.9% 12.6 58.9 0.901 80.3% 9.6 0.820 17.0% 8.3 0.750

38.3% 11.5 54.0 0.023 71.8% 13.8 0.902 18.0% 8.8 0.538

38.2% 11.5 54.0 0.280 75.5% 12.0 0.495 14.9% 7.3 0.274

42.7% 12.8 59.9 0.193 74.7% 12.4 0.050 11.5% 5.6 0.283

33.9% 10.2 48.1 0.102 73.7% 12.9 0.374 14.2% 6.9 0.489

46.3% 13.9 64.8 0.470 76.8% 11.4 0.129 12.5% 6.1 0.537

58.2% 17.5 80.3 0.965 81.7% 9.0 0.844 17.3% 8.4 0.802

56.6% 17.0 78.3 0.895 80.3% 9.7 0.194 13.0% 6.4 0.939

46.6% 14.0 65.2 0.508 77.1% 11.2 0.864 17.5% 8.6 0.765

38.1% 11.4 53.9 0.309 75.7% 11.9 0.225 13.3% 6.5 0.086

40.9% 12.3 57.6 0.382 76.2% 11.6 0.759 16.5% 8.1 0.002

40.6% 12.2 57.2 0.606 77.7% 10.9 0.805 16.9% 8.3 0.193

48.8% 14.6 68.0 0.580 77.5% 11.0 0.829 17.1% 8.4 0.503

42.1% 12.6 59.2 0.868 79.9% 9.8 0.998 22.1% 10.8 0.401

53.5% 16.0 74.2 0.880 80.1% 9.8 0.899 17.9% 8.8 0.532

46.9% 14.1 65.6 0.334 75.9% 11.8 0.623 15.6% 7.6 0.922

58.6% 17.6 80.8 0.709 78.4% 10.6 0.882 17.7% 8.7 0.219

45.1% 13.5 63.2 0.271 75.4% 12.0 0.567 15.3% 7.5 0.691

51.1% 15.3 71.2 0.373 76.2% 11.7 0.986 20.4% 10.0 0.844

41.4% 12.4 58.3 0.506 77.0% 11.2 0.490 14.8% 7.3 0.190

59.4% 17.8 81.9 0.256 75.3% 12.1 0.861 17.4% 8.5 0.573

60.7% 18.2 83.5 0.835 79.5% 10.0 0.578 15.3% 7.5 0.932

48.8% 14.6 68.1 0.359 76.1% 11.7 0.063 11.7% 5.7 0.454

40.8% 12.2 57.4 0.185 74.7% 12.4 0.570 15.3% 7.5 0.655

46.3% 13.9 64.8 0.345 76.0% 11.8 0.501 14.9% 7.3 0.665

71.3% 21.4 96.9 0.961 81.6% 9.0 0.053 11.6% 5.7 0.304

28.0% 8.4 40.1 0.145 74.2% 12.6 0.400 14.3% 7.0 0.169

47.3% 14.2 66.1 0.606 77.7% 10.9 0.632 15.7% 7.7 0.341

38.6% 11.6 54.4 0.218 75.0% 12.3 0.674 15.9% 7.8 0.785

34.1% 10.2 48.4 0.117 73.9% 12.8 0.211 13.2% 6.4 0.409

54.0% 16.2 74.9 0.702 78.4% 10.6 0.590 15.4% 7.5 0.927

44.1% 13.2 61.9 0.580 77.5% 11.0 0.191 13.0% 6.4 0.244

32.9% 9.9 46.8 0.847 79.7% 10.0 0.353 14.1% 6.9 0.534

43.1% 12.9 60.6 0.589 77.6% 11.0 0.639 15.7% 7.7 0.118

45.2% 13.6 63.4 0.371 76.1% 11.7 0.937 18.6% 9.1 0.259

55.2% 16.6 76.5 0.845 79.6% 10.0 0.063 11.7% 5.7 0.138

48.6% 14.6 67.8 0.696 78.3% 10.6 0.407 14.4% 7.0 0.111

40.2% 12.1 56.7 0.409 76.4% 11.6 0.543 15.1% 7.4 0.930



46.3% 13.9 64.8 0.854 79.7% 9.9 0.954 19.0% 9.3 0.500

43.2% 13.0 60.7 0.038 72.4% 13.5 0.480 14.8% 7.2 0.595

44.9% 13.5 63.0 0.566 77.4% 11.0 0.380 14.2% 7.0 0.645

61.7% 18.5 84.8 0.891 80.2% 9.7 0.123 12.5% 6.1 0.206

57.7% 17.3 79.7 0.441 76.6% 11.4 0.827 17.1% 8.4 0.089

32.8% 9.8 46.6 0.545 77.3% 11.1 0.648 15.8% 7.7 0.082

35.7% 10.7 50.6 0.702 78.4% 10.6 0.946 18.8% 9.2 0.821

45.8% 13.7 64.2 0.706 78.4% 10.6 0.942 18.7% 9.1 0.049

38.4% 11.5 54.3 0.423 76.5% 11.5 0.871 17.5% 8.6 0.452

44.5% 13.3 62.4 0.136 74.1% 12.7 0.655 15.8% 7.7 0.396

47.6% 14.3 66.5 0.599 77.6% 10.9 0.256 13.5% 6.6 0.839

49.9% 15.0 69.5 0.575 77.5% 11.0 0.492 14.8% 7.3 0.238

46.6% 14.0 65.2 0.164 74.5% 12.5 0.373 14.2% 6.9 0.724

42.1% 12.6 59.2 0.034 72.3% 13.6 0.056 11.6% 5.7 0.290

46.2% 13.9 64.6 0.754 78.8% 10.4 0.249 13.4% 6.6 0.816

44.7% 13.4 62.7 0.056 72.9% 13.3 0.268 13.6% 6.6 0.182

40.2% 12.1 56.7 0.311 75.7% 11.9 0.567 15.3% 7.5 0.730

38.0% 11.4 53.7 0.140 74.2% 12.6 0.074 11.9% 5.8 0.399

39.1% 11.7 55.2 0.198 74.8% 12.3 0.056 11.6% 5.7 0.892

36.0% 10.8 51.1 0.212 74.9% 12.3 0.875 17.6% 8.6 0.180

40.7% 12.2 57.4 0.362 76.1% 11.7 0.811 16.9% 8.3 0.483

39.7% 11.9 56.0 0.563 77.4% 11.1 0.030 11.1% 5.4 0.359

51.4% 15.4 71.5 0.206 74.9% 12.3 0.427 14.5% 7.1 0.580

53.2% 15.9 73.8 0.926 80.8% 9.4 0.006 10.0% 4.9 0.539

41.6% 12.5 58.5 0.185 74.7% 12.4 0.991 20.7% 10.2 0.606

43.9% 13.2 61.6 0.429 76.5% 11.5 0.606 15.5% 7.6 0.204

54.3% 16.3 75.3 0.155 74.4% 12.6 0.432 14.5% 7.1 0.816

47.1% 14.1 65.9 0.068 73.1% 13.2 0.257 13.5% 6.6 0.830

43.5% 13.0 61.0 0.464 76.8% 11.4 0.199 13.1% 6.4 0.276

41.5% 12.5 58.4 0.538 77.2% 11.1 0.337 14.0% 6.8 0.379

40.1% 12.0 56.6 0.955 81.4% 9.1 0.027 11.0% 5.4 0.515

43.7% 13.1 61.4 0.204 74.8% 12.3 0.160 12.8% 6.3 0.963

50.3% 15.1 70.1 0.077 73.3% 13.1 0.523 15.0% 7.4 0.085

55.5% 16.7 76.9 0.063 73.0% 13.2 0.999 22.7% 11.1 0.589

42.6% 12.8 59.8 0.213 74.9% 12.3 0.922 18.3% 8.9 0.152

49.9% 15.0 69.6 0.016 71.4% 14.0 0.291 13.7% 6.7 0.533

47.1% 14.1 65.9 0.975 82.1% 8.8 0.185 13.0% 6.4 0.164

55.8% 16.7 77.2 0.454 76.7% 11.4 0.492 14.8% 7.3 0.968

53.9% 16.2 74.7 0.097 73.6% 12.9 0.870 17.5% 8.6 0.243

62.0% 18.6 85.2 0.044 72.6% 13.4 0.308 13.8% 6.8 0.057

43.8% 13.1 61.5 0.697 78.3% 10.6 0.269 13.6% 6.6 0.781

41.4% 12.4 58.3 0.403 76.4% 11.6 0.447 14.6% 7.1 0.970

49.7% 14.9 69.3 0.799 79.2% 10.2 0.232 13.3% 6.5 0.885

51.1% 15.3 71.1 0.761 78.8% 10.4 0.970 19.5% 9.5 0.007



32.0% 9.6 45.6 0.826 79.4% 10.1 0.775 16.6% 8.1 0.909

41.9% 12.6 58.9 0.904 80.4% 9.6 0.928 18.4% 9.0 0.564

35.7% 10.7 50.6 0.173 74.5% 12.5 0.608 15.5% 7.6 0.114

35.7% 10.7 50.5 0.811 79.3% 10.1 0.121 12.4% 6.1 0.535

36.5% 11.0 51.7 0.595 77.6% 11.0 0.491 14.8% 7.3 0.215

58.9% 17.7 81.2 0.795 79.1% 10.2 0.053 11.6% 5.7 0.028

42.5% 12.7 59.7 0.413 76.4% 11.5 0.263 13.5% 6.6 0.706

41.9% 12.6 58.9 0.479 76.9% 11.3 0.127 12.5% 6.1 0.535

35.2% 10.6 49.9 0.293 75.6% 12.0 0.164 12.8% 6.3 0.479

48.1% 14.4 67.2 0.168 74.5% 12.5 0.084 12.0% 5.9 0.715

54.7% 16.4 75.7 0.610 77.7% 10.9 0.243 13.4% 6.6 0.558

44.5% 13.3 62.3 0.249 75.2% 12.1 0.282 13.6% 6.7 0.906

40.0% 12.0 56.4 0.425 76.5% 11.5 0.590 15.4% 7.5 0.733

45.6% 13.7 63.8 0.253 75.3% 12.1 0.496 14.9% 7.3 0.872

52.0% 15.6 72.2 0.115 73.9% 12.8 0.137 12.6% 6.2 0.934

47.5% 14.2 66.3 0.262 75.3% 12.1 0.312 13.8% 6.8 0.283

50.9% 15.3 70.9 0.144 74.2% 12.6 0.344 14.0% 6.9 0.759

41.4% 12.4 58.3 0.271 75.4% 12.0 0.334 14.0% 6.8 0.448

41.3% 12.4 58.2 0.943 81.1% 9.2 0.470 14.7% 7.2 0.469

54.8% 16.5 76.0 0.716 78.5% 10.5 0.361 14.1% 6.9 0.435

57.1% 17.1 78.9 0.808 79.3% 10.1 0.580 15.3% 7.5 0.576

42.4% 12.7 59.6 0.053 72.8% 13.3 0.843 17.2% 8.4 0.863

47.5% 14.3 66.4 0.127 74.0% 12.7 0.892 17.8% 8.7 0.027

48.7% 14.6 67.9 0.002 69.6% 14.9 0.506 14.9% 7.3 0.969

37.1% 11.1 52.4 0.159 74.4% 12.5 0.103 12.2% 6.0 0.822

37.4% 11.2 52.9 0.572 77.5% 11.0 0.471 14.7% 7.2 0.980

49.7% 14.9 69.3 0.468 76.8% 11.4 0.955 19.0% 9.3 0.396

47.0% 14.1 65.7 0.106 73.8% 12.8 0.059 11.7% 5.7 0.792

36.1% 10.8 51.2 0.057 72.9% 13.3 0.646 15.7% 7.7 0.172

46.7% 14.0 65.3 0.365 76.1% 11.7 0.065 11.8% 5.8 0.764

41.1% 12.3 57.9 0.942 81.1% 9.3 0.142 12.6% 6.2 0.788

43.1% 12.9 60.6 0.569 77.5% 11.0 0.046 11.4% 5.6 0.322

42.5% 12.8 59.8 0.921 80.7% 9.5 0.558 15.2% 7.4 0.341

48.0% 14.4 67.1 0.366 76.1% 11.7 0.565 15.3% 7.5 0.022

46.5% 14.0 65.1 0.978 82.2% 8.7 0.938 18.6% 9.1 0.438

42.9% 12.9 60.3 0.258 75.3% 12.1 0.852 17.3% 8.5 0.657

44.9% 13.5 63.0 0.738 78.7% 10.4 0.658 15.8% 7.7 0.592

30.2% 9.1 43.1 0.917 80.6% 9.5 0.791 16.8% 8.2 0.199

39.7% 11.9 56.0 0.429 76.5% 11.5 0.339 14.0% 6.8 0.174

29.3% 8.8 41.8 0.308 75.7% 11.9 0.674 15.9% 7.8 0.019

42.0% 12.6 59.0 0.763 78.9% 10.3 0.145 12.7% 6.2 0.498

49.6% 14.9 69.1 0.221 75.0% 12.2 0.124 12.5% 6.1 0.691

56.6% 17.0 78.2 0.095 73.6% 12.9 0.310 13.8% 6.8 0.277

50.2% 15.1 70.0 0.767 78.9% 10.3 0.993 21.1% 10.3 0.164



34.9% 10.5 49.5 0.055 72.8% 13.3 0.298 13.7% 6.7 0.481

61.5% 18.5 84.6 0.076 73.3% 13.1 0.652 15.8% 7.7 0.058

37.8% 11.3 53.4 0.502 77.0% 11.3 0.474 14.7% 7.2 0.283

62.6% 18.8 85.9 0.393 76.3% 11.6 0.489 14.8% 7.3 0.173

41.3% 12.4 58.1 0.453 76.7% 11.4 0.202 13.1% 6.4 0.109

63.7% 19.1 87.3 0.399 76.3% 11.6 0.024 10.9% 5.3 0.352

50.8% 15.3 70.8 0.288 75.5% 12.0 0.494 14.9% 7.3 0.688

58.5% 17.6 80.7 0.817 79.4% 10.1 0.071 11.9% 5.8 0.076

52.2% 15.7 72.6 0.228 75.1% 12.2 0.853 17.3% 8.5 0.057

29.3% 8.8 41.8 0.210 74.9% 12.3 0.428 14.5% 7.1 0.224

54.3% 16.3 75.3 0.709 78.4% 10.6 0.437 14.5% 7.1 0.777

50.2% 15.0 69.9 0.587 77.6% 11.0 1.000 24.1% 11.8 0.601

56.9% 17.1 78.6 0.200 74.8% 12.3 0.179 12.9% 6.3 0.749

49.8% 14.9 69.4 0.353 76.0% 11.7 0.363 14.1% 6.9 0.962

41.2% 12.3 57.9 0.910 80.5% 9.5 0.255 13.5% 6.6 0.058

54.5% 16.4 75.6 0.925 80.8% 9.4 0.751 16.5% 8.1 0.603

27.5% 8.2 39.3 0.026 71.9% 13.7 0.505 14.9% 7.3 0.830

57.4% 17.2 79.2 0.693 78.3% 10.6 0.165 12.8% 6.3 0.898

41.3% 12.4 58.1 0.145 74.2% 12.6 0.351 14.1% 6.9 0.302

47.9% 14.4 66.9 0.902 80.4% 9.6 0.957 19.0% 9.3 0.102

43.4% 13.0 60.9 0.910 80.5% 9.5 0.042 11.4% 5.6 0.291

50.5% 15.1 70.3 0.230 75.1% 12.2 0.156 12.8% 6.2 0.192

54.2% 16.3 75.1 0.223 75.0% 12.2 0.647 15.7% 7.7 0.552

43.9% 13.2 61.6 0.093 73.6% 12.9 0.211 13.2% 6.4 0.614

47.1% 14.1 65.9 0.651 78.0% 10.8 0.328 13.9% 6.8 0.612

47.3% 14.2 66.1 0.704 78.4% 10.6 0.693 16.0% 7.9 0.037

41.8% 12.5 58.7 0.341 75.9% 11.8 0.438 14.5% 7.1 0.421

50.8% 15.2 70.7 0.247 75.2% 12.1 0.266 13.5% 6.6 0.670

36.6% 11.0 51.9 0.164 74.5% 12.5 0.016 10.6% 5.2 0.642

45.3% 13.6 63.4 0.428 76.5% 11.5 0.805 16.9% 8.3 0.209

28.1% 8.4 40.1 0.055 72.8% 13.3 0.066 11.8% 5.8 0.660

40.6% 12.2 57.2 0.510 77.1% 11.2 0.363 14.1% 6.9 0.602

50.9% 15.3 70.8 0.637 77.9% 10.8 0.777 16.7% 8.2 0.014

44.2% 13.3 62.0 0.476 76.8% 11.3 0.369 14.2% 6.9 0.724

39.4% 11.8 55.6 0.408 76.4% 11.6 0.858 17.4% 8.5 0.122

37.3% 11.2 52.7 0.310 75.7% 11.9 0.491 14.8% 7.3 0.567

45.8% 13.7 64.1 0.064 73.0% 13.2 0.646 15.7% 7.7 0.853

34.9% 10.5 49.5 0.331 75.9% 11.8 0.015 10.5% 5.2 0.150

50.0% 15.0 69.7 0.701 78.4% 10.6 0.304 13.8% 6.7 0.773

52.2% 15.6 72.5 0.054 72.8% 13.3 0.083 12.0% 5.9 0.683

36.8% 11.0 52.1 0.157 74.4% 12.5 0.853 17.3% 8.5 0.320

48.7% 14.6 68.0 0.080 73.3% 13.1 0.760 16.5% 8.1 0.527

36.0% 10.8 51.0 0.580 77.5% 11.0 0.978 19.8% 9.7 0.539

49.0% 14.7 68.3 0.972 82.0% 8.8 0.061 11.7% 5.7 0.682



49.8% 15.0 69.5 0.619 77.8% 10.9 0.131 12.5% 6.1 0.916

45.7% 13.7 64.0 0.753 78.8% 10.4 0.996 21.7% 10.6 0.166

54.8% 16.4 76.0 0.482 76.9% 11.3 0.678 15.9% 7.8 0.500

50.8% 15.2 70.7 0.478 76.9% 11.3 0.561 15.2% 7.5 0.758

50.5% 15.1 70.3 0.276 75.5% 12.0 0.493 14.8% 7.3 0.678

60.5% 18.2 83.3 0.151 74.3% 12.6 0.759 16.5% 8.1 0.210

42.8% 12.8 60.1 0.387 76.3% 11.6 0.071 11.9% 5.8 0.126

42.5% 12.8 59.8 0.095 73.6% 12.9 0.825 17.1% 8.4 0.439

34.9% 10.5 49.6 0.509 77.1% 11.2 0.218 13.2% 6.5 0.167

40.3% 12.1 56.8 0.118 73.9% 12.8 0.570 15.3% 7.5 0.938

40.3% 12.1 56.9 0.631 77.9% 10.8 0.285 13.7% 6.7 0.947

81.8% 24.6 109.9 0.115 73.9% 12.8 0.405 14.4% 7.0 0.987

53.0% 15.9 73.6 0.443 76.6% 11.4 0.012 10.4% 5.1 0.732

47.3% 14.2 66.1 0.314 75.7% 11.9 0.889 17.8% 8.7 0.637

53.8% 16.1 74.6 0.283 75.5% 12.0 0.299 13.7% 6.7 0.924

62.8% 18.9 86.3 0.099 73.6% 12.9 0.144 12.7% 6.2 0.428

38.2% 11.5 54.0 0.232 75.1% 12.2 0.062 11.7% 5.7 0.242

48.5% 14.6 67.7 0.312 75.7% 11.9 0.758 16.5% 8.1 0.158

45.7% 13.7 64.0 0.547 77.3% 11.1 0.471 14.7% 7.2 0.032

41.8% 12.5 58.8 0.532 77.2% 11.2 0.741 16.4% 8.0 0.602

48.7% 14.6 68.0 0.313 75.7% 11.9 0.498 14.9% 7.3 0.792

39.6% 11.9 55.8 0.846 79.7% 10.0 0.855 17.4% 8.5 0.447

33.1% 9.9 47.1 0.413 76.4% 11.5 0.593 15.4% 7.5 0.039

36.1% 10.8 51.1 0.204 74.8% 12.3 0.764 16.5% 8.1 0.840

44.7% 13.4 62.7 0.672 78.2% 10.7 0.844 17.3% 8.4 0.279

40.4% 12.1 57.0 0.510 77.1% 11.2 0.969 19.4% 9.5 0.651

45.1% 13.5 63.2 0.789 79.1% 10.2 0.010 10.3% 5.1 0.315

38.2% 11.4 53.9 0.927 80.8% 9.4 0.770 16.6% 8.1 0.629

52.3% 15.7 72.7 0.798 79.2% 10.2 0.745 16.4% 8.0 0.512

44.0% 13.2 61.7 0.728 78.6% 10.5 0.312 13.8% 6.8 0.376

61.5% 18.4 84.5 0.815 79.3% 10.1 0.166 12.8% 6.3 0.241

48.8% 14.6 68.1 0.100 73.7% 12.9 0.183 13.0% 6.3 0.196

43.8% 13.2 61.5 0.765 78.9% 10.3 0.640 15.7% 7.7 0.530

44.9% 13.5 62.9 0.691 78.3% 10.6 0.575 15.3% 7.5 0.668

57.7% 17.3 79.7 0.905 80.4% 9.6 0.888 17.8% 8.7 0.667

45.4% 13.6 63.7 0.763 78.9% 10.3 0.124 12.5% 6.1 0.954

52.3% 15.7 72.7 0.246 75.2% 12.1 0.726 16.3% 8.0 0.419

45.8% 13.7 64.1 0.788 79.1% 10.2 0.414 14.4% 7.1 0.172

46.4% 13.9 64.9 0.796 79.2% 10.2 0.493 14.9% 7.3 0.481

58.3% 17.5 80.4 0.940 81.0% 9.3 0.061 11.7% 5.7 0.393

55.8% 16.7 77.2 0.382 76.2% 11.6 0.861 17.4% 8.5 0.875

41.4% 12.4 58.3 0.034 72.2% 13.6 0.555 15.2% 7.4 0.386

43.1% 12.9 60.6 0.374 76.2% 11.7 0.310 13.8% 6.8 0.836

51.1% 15.3 71.1 0.564 77.4% 11.1 0.927 18.4% 9.0 0.946



42.2% 12.7 59.3 0.333 75.9% 11.8 0.042 11.4% 5.6 0.723

44.5% 13.3 62.4 0.567 77.4% 11.0 0.864 17.5% 8.6 0.512

40.5% 12.1 57.0 0.022 71.8% 13.8 0.327 13.9% 6.8 0.271

43.3% 13.0 60.9 0.415 76.4% 11.5 0.345 14.0% 6.9 0.757

47.6% 14.3 66.5 0.122 74.0% 12.7 0.202 13.1% 6.4 0.129

55.4% 16.6 76.7 0.724 78.6% 10.5 0.774 16.6% 8.1 0.725

40.9% 12.3 57.5 0.544 77.3% 11.1 0.050 11.5% 5.6 0.781

38.2% 11.5 53.9 0.849 79.7% 9.9 0.950 18.9% 9.2 0.687

37.1% 11.1 52.5 0.878 80.0% 9.8 0.114 12.4% 6.1 0.741

44.0% 13.2 61.7 0.249 75.2% 12.1 0.141 12.6% 6.2 0.922

51.0% 15.3 70.9 0.799 79.2% 10.2 0.485 14.8% 7.2 0.222

48.4% 14.5 67.6 0.356 76.0% 11.7 0.410 14.4% 7.0 0.996

51.7% 15.5 71.9 0.899 80.3% 9.6 0.976 19.7% 9.7 0.730

54.5% 16.3 75.5 0.761 78.8% 10.4 0.979 19.9% 9.7 0.728

46.0% 13.8 64.4 0.631 77.9% 10.8 0.155 12.7% 6.2 0.933

40.0% 12.0 56.4 0.659 78.1% 10.7 0.329 13.9% 6.8 0.260

37.9% 11.4 53.6 0.459 76.7% 11.4 0.236 13.3% 6.5 0.124

45.3% 13.6 63.4 0.355 76.0% 11.7 0.295 13.7% 6.7 0.376

52.9% 15.9 73.4 0.117 73.9% 12.8 0.133 12.5% 6.1 0.480

42.8% 12.8 60.1 0.637 77.9% 10.8 0.439 14.5% 7.1 0.115

59.5% 17.8 82.0 0.164 74.4% 12.5 0.745 16.4% 8.0 0.656

45.9% 13.8 64.2 0.427 76.5% 11.5 0.852 17.3% 8.5 0.477

55.9% 16.8 77.3 0.515 77.1% 11.2 0.431 14.5% 7.1 0.413

51.6% 15.5 71.8 0.265 75.4% 12.1 0.874 17.6% 8.6 0.978

53.6% 16.1 74.4 0.339 75.9% 11.8 0.656 15.8% 7.7 0.232

36.6% 11.0 51.8 0.066 73.1% 13.2 0.966 19.3% 9.5 0.586

38.8% 11.6 54.8 0.466 76.8% 11.4 0.238 13.4% 6.5 0.986

41.0% 12.3 57.7 0.172 74.5% 12.5 0.005 9.8% 4.8 0.628

37.2% 11.2 52.6 0.320 75.8% 11.9 0.071 11.9% 5.8 0.045

47.1% 14.1 65.9 0.087 73.5% 13.0 0.710 16.2% 7.9 0.513

35.2% 10.6 49.9 0.145 74.2% 12.6 0.805 16.9% 8.3 0.474

45.4% 13.6 63.5 0.468 76.8% 11.4 0.040 11.3% 5.5 0.075

53.2% 16.0 73.8 0.903 80.4% 9.6 0.344 14.0% 6.9 0.024

42.5% 12.8 59.8 0.045 72.6% 13.4 0.059 11.7% 5.7 0.869

51.6% 15.5 71.8 0.083 73.4% 13.0 0.166 12.8% 6.3 0.251

47.2% 14.2 66.0 0.849 79.7% 9.9 0.458 14.7% 7.2 0.907

51.0% 15.3 71.0 0.568 77.4% 11.0 0.586 15.4% 7.5 0.618

58.7% 17.6 81.0 0.729 78.6% 10.5 0.263 13.5% 6.6 0.379

41.2% 12.4 58.0 0.075 73.3% 13.1 0.641 15.7% 7.7 0.948

42.2% 12.7 59.4 0.176 74.6% 12.4 0.248 13.4% 6.6 0.403

45.8% 13.7 64.1 0.025 71.9% 13.8 0.606 15.5% 7.6 0.810

39.1% 11.7 55.1 0.882 80.1% 9.8 0.915 18.2% 8.9 0.435

40.8% 12.2 57.4 0.837 79.6% 10.0 0.222 13.2% 6.5 0.303

44.7% 13.4 62.6 0.389 76.3% 11.6 0.800 16.8% 8.2 0.435



38.8% 11.6 54.7 0.597 77.6% 10.9 0.494 14.9% 7.3 0.655

35.5% 10.7 50.3 0.177 74.6% 12.4 0.917 18.2% 8.9 0.983

37.4% 11.2 52.8 0.139 74.2% 12.6 0.839 17.2% 8.4 0.336

31.3% 9.4 44.6 0.873 80.0% 9.8 0.581 15.3% 7.5 0.479

42.6% 12.8 59.8 0.195 74.8% 12.4 0.518 15.0% 7.3 0.563

40.0% 12.0 56.4 0.819 79.4% 10.1 0.274 13.6% 6.7 0.106

48.5% 14.5 67.7 0.070 73.2% 13.1 0.920 18.2% 8.9 0.600

36.7% 11.0 52.0 0.537 77.2% 11.1 0.981 20.0% 9.8 0.721

59.0% 17.7 81.4 0.919 80.6% 9.5 0.601 15.5% 7.6 0.507

26.6% 8.0 38.1 0.392 76.3% 11.6 0.586 15.4% 7.5 0.292

47.1% 14.1 65.9 0.302 75.6% 11.9 0.224 13.3% 6.5 0.280

43.6% 13.1 61.2 0.829 79.5% 10.0 0.386 14.3% 7.0 0.313

48.3% 14.5 67.4 0.927 80.8% 9.4 0.714 16.2% 7.9 0.345

40.5% 12.2 57.1 0.734 78.6% 10.5 0.000 8.3% 4.1 0.411

53.8% 16.1 74.6 0.978 82.2% 8.7 0.150 12.7% 6.2 0.597

47.2% 14.2 66.0 0.646 78.0% 10.8 0.535 15.1% 7.4 0.574

38.9% 11.7 55.0 0.668 78.1% 10.7 0.895 17.9% 8.7 0.661

44.2% 13.3 62.0 0.656 78.0% 10.7 0.798 16.8% 8.2 0.365

34.3% 10.3 48.7 0.939 81.0% 9.3 0.826 17.1% 8.4 0.723

52.8% 15.8 73.3 0.272 75.4% 12.0 0.210 13.2% 6.4 0.767

34.2% 10.3 48.6 0.939 81.0% 9.3 0.483 14.8% 7.2 0.224

48.8% 14.6 68.1 0.627 77.8% 10.8 0.636 15.7% 7.7 0.153

55.5% 16.7 76.8 0.414 76.4% 11.5 0.643 15.7% 7.7 0.451

45.3% 13.6 63.5 0.488 76.9% 11.3 0.971 19.5% 9.5 0.390

32.4% 9.7 46.0 0.086 73.4% 13.0 0.669 15.9% 7.8 0.343

32.2% 9.7 45.8 0.618 77.8% 10.9 0.495 14.9% 7.3 0.547

45.8% 13.7 64.1 0.632 77.9% 10.8 0.981 20.0% 9.8 0.058

29.0% 8.7 41.4 0.377 76.2% 11.7 0.238 13.4% 6.5 0.801

43.9% 13.2 61.7 0.448 76.7% 11.4 0.374 14.2% 6.9 0.918

49.1% 14.7 68.5 0.079 73.3% 13.1 0.156 12.7% 6.2 0.886

43.1% 12.9 60.6 0.438 76.6% 11.5 0.592 15.4% 7.5 0.220

47.6% 14.3 66.5 0.312 75.7% 11.9 0.291 13.7% 6.7 0.591

42.5% 12.8 59.8 0.628 77.8% 10.8 0.031 11.1% 5.4 0.089

38.2% 11.5 54.0 0.287 75.5% 12.0 0.398 14.3% 7.0 0.365

43.2% 13.0 60.6 0.893 80.2% 9.7 0.864 17.5% 8.6 0.256

40.7% 12.2 57.3 0.679 78.2% 10.7 0.639 15.7% 7.7 0.314

51.9% 15.6 72.1 0.723 78.5% 10.5 0.597 15.4% 7.6 0.803

50.6% 15.2 70.4 0.928 80.8% 9.4 0.553 15.2% 7.4 0.438

49.0% 14.7 68.4 0.283 75.5% 12.0 0.232 13.3% 6.5 0.449

35.9% 10.8 50.9 0.021 71.7% 13.8 0.725 16.3% 8.0 0.625

35.1% 10.5 49.7 0.345 76.0% 11.8 0.513 15.0% 7.3 0.016

59.4% 17.8 81.8 0.011 71.1% 14.2 0.602 15.5% 7.6 0.794

49.4% 14.8 68.9 0.852 79.7% 9.9 0.978 19.8% 9.7 0.458

53.1% 15.9 73.7 0.763 78.9% 10.3 0.655 15.8% 7.7 0.923



45.3% 13.6 63.5 0.626 77.8% 10.8 0.793 16.8% 8.2 0.747

43.7% 13.1 61.4 0.546 77.3% 11.1 0.141 12.6% 6.2 0.786

45.7% 13.7 64.1 0.249 75.2% 12.1 0.201 13.1% 6.4 0.823

49.0% 14.7 68.3 0.007 70.5% 14.4 0.977 19.8% 9.7 0.560

49.8% 14.9 69.3 0.848 79.7% 9.9 0.744 16.4% 8.0 0.871

45.7% 13.7 64.0 0.091 73.5% 13.0 0.427 14.5% 7.1 0.291

49.0% 14.7 68.3 0.078 73.3% 13.1 0.256 13.5% 6.6 0.055

37.5% 11.3 53.0 0.587 77.6% 11.0 0.851 17.3% 8.5 0.391

47.2% 14.1 65.9 0.011 71.1% 14.2 0.933 18.5% 9.0 0.878

35.5% 10.7 50.3 0.085 73.4% 13.0 0.858 17.4% 8.5 0.613

56.7% 17.0 78.4 0.586 77.6% 11.0 0.662 15.8% 7.8 0.060

45.0% 13.5 63.0 0.929 80.8% 9.4 0.257 13.5% 6.6 0.987

65.2% 19.6 89.3 0.244 75.2% 12.1 0.435 14.5% 7.1 0.409

51.0% 15.3 70.9 0.363 76.1% 11.7 0.591 15.4% 7.5 0.963

34.7% 10.4 49.2 0.864 79.9% 9.9 0.180 12.9% 6.3 0.483

35.5% 10.6 50.3 0.380 76.2% 11.6 0.821 17.0% 8.3 0.944

44.7% 13.4 62.7 0.019 71.6% 13.9 0.697 16.1% 7.9 0.789

47.1% 14.1 65.8 0.357 76.0% 11.7 0.700 16.1% 7.9 0.598

45.3% 13.6 63.5 0.075 73.3% 13.1 0.253 13.5% 6.6 0.633

51.8% 15.6 72.1 0.079 73.3% 13.1 0.076 11.9% 5.8 0.110

49.0% 14.7 68.3 0.049 72.7% 13.4 0.987 20.4% 10.0 0.266

32.3% 9.7 45.9 0.711 78.4% 10.6 0.945 18.7% 9.2 0.731

46.0% 13.8 64.4 0.371 76.1% 11.7 0.810 16.9% 8.3 0.456

43.5% 13.0 61.0 0.325 75.8% 11.8 0.065 11.8% 5.8 0.943

61.7% 18.5 84.8 0.107 73.8% 12.8 0.076 11.9% 5.8 0.842

44.0% 13.2 61.8 0.104 73.7% 12.9 0.725 16.3% 8.0 0.054

49.5% 14.9 69.1 0.115 73.9% 12.8 0.986 20.3% 10.0 0.672

43.6% 13.1 61.2 0.668 78.1% 10.7 0.239 13.4% 6.5 0.485

36.2% 10.8 51.2 0.355 76.0% 11.7 0.862 17.4% 8.5 0.970

52.9% 15.9 73.5 0.459 76.7% 11.4 0.340 14.0% 6.8 0.120

60.7% 18.2 83.6 0.859 79.8% 9.9 0.632 15.7% 7.7 0.124

48.9% 14.7 68.2 0.009 70.9% 14.3 0.805 16.9% 8.3 0.829

52.9% 15.9 73.4 0.154 74.3% 12.6 0.912 18.1% 8.9 0.145

54.5% 16.3 75.5 0.959 81.5% 9.0 0.847 17.3% 8.5 0.774

47.4% 14.2 66.3 0.324 75.8% 11.8 0.870 17.5% 8.6 0.226

47.5% 14.3 66.4 0.357 76.0% 11.7 0.592 15.4% 7.5 0.235

49.9% 15.0 69.6 0.443 76.6% 11.4 0.900 17.9% 8.8 0.848

41.5% 12.5 58.4 0.219 75.0% 12.2 0.546 15.1% 7.4 0.551

33.7% 10.1 47.9 0.712 78.5% 10.5 0.446 14.6% 7.1 0.748

39.0% 11.7 55.1 0.569 77.5% 11.0 0.371 14.2% 6.9 0.019

41.5% 12.4 58.4 0.990 83.0% 8.3 0.437 14.5% 7.1 0.987

71.4% 21.4 97.0 0.862 79.8% 9.9 0.867 17.5% 8.6 0.705

42.6% 12.8 59.9 0.381 76.2% 11.6 0.687 16.0% 7.8 0.498

45.5% 13.6 63.7 0.734 78.6% 10.5 0.161 12.8% 6.3 0.863



50.1% 15.0 69.8 0.453 76.7% 11.4 0.407 14.4% 7.0 0.888

39.7% 11.9 56.0 0.600 77.7% 10.9 0.292 13.7% 6.7 0.500

48.9% 14.7 68.2 0.699 78.4% 10.6 0.562 15.2% 7.5 0.333

44.1% 13.2 61.9 0.539 77.3% 11.1 0.237 13.3% 6.5 0.512

52.7% 15.8 73.2 0.066 73.1% 13.2 0.137 12.6% 6.2 0.888

51.3% 15.4 71.4 0.482 76.9% 11.3 0.352 14.1% 6.9 0.774

43.1% 12.9 60.6 0.504 77.0% 11.2 0.884 17.7% 8.7 0.978

39.1% 11.7 55.1 0.254 75.3% 12.1 0.416 14.4% 7.1 0.553

46.6% 14.0 65.2 0.586 77.6% 11.0 0.322 13.9% 6.8 0.813

41.5% 12.4 58.4 0.700 78.4% 10.6 0.371 14.2% 6.9 0.167

40.5% 12.1 57.1 0.314 75.7% 11.9 0.006 10.0% 4.9 0.542

39.5% 11.8 55.7 0.698 78.4% 10.6 0.616 15.6% 7.6 0.025

27.7% 8.3 39.7 0.310 75.7% 11.9 0.449 14.6% 7.1 0.303

41.7% 12.5 58.7 0.489 76.9% 11.3 0.665 15.9% 7.8 0.335

31.9% 9.6 45.5 0.909 80.5% 9.6 0.347 14.0% 6.9 0.495

34.8% 10.5 49.4 0.784 79.0% 10.3 0.675 15.9% 7.8 0.103

40.5% 12.2 57.1 0.643 78.0% 10.8 0.049 11.5% 5.6 0.132

29.7% 8.9 42.4 0.269 75.4% 12.0 0.618 15.6% 7.6 0.599

36.3% 10.9 51.4 0.505 77.0% 11.2 0.687 16.0% 7.8 0.522

43.4% 13.0 60.9 0.599 77.7% 10.9 0.526 15.0% 7.4 0.473

39.5% 11.8 55.7 0.997 84.3% 7.7 0.417 14.4% 7.1 0.736

64.3% 19.3 88.1 0.604 77.7% 10.9 0.276 13.6% 6.7 0.144

37.3% 11.2 52.8 0.155 74.4% 12.6 0.840 17.2% 8.4 0.634

44.1% 13.2 61.8 0.447 76.7% 11.4 0.458 14.7% 7.2 0.166

42.9% 12.9 60.3 0.126 74.0% 12.7 0.358 14.1% 6.9 0.474

45.4% 13.6 63.6 0.592 77.6% 11.0 0.513 15.0% 7.3 0.764

42.6% 12.8 59.9 0.262 75.3% 12.1 0.824 17.1% 8.4 0.073

50.6% 15.2 70.4 0.428 76.5% 11.5 0.557 15.2% 7.4 0.599

42.3% 12.7 59.4 0.877 80.0% 9.8 0.636 15.7% 7.7 0.312

49.9% 15.0 69.6 0.781 79.0% 10.3 0.164 12.8% 6.3 0.838

43.7% 13.1 61.4 0.559 77.4% 11.1 0.445 14.6% 7.1 0.752

49.7% 14.9 69.3 0.901 80.4% 9.6 0.517 15.0% 7.3 0.080

41.7% 12.5 58.6 0.959 81.5% 9.0 0.860 17.4% 8.5 0.691

50.3% 15.1 70.0 0.774 79.0% 10.3 0.918 18.2% 8.9 0.210

36.2% 10.9 51.3 0.554 77.4% 11.1 0.856 17.4% 8.5 0.617

50.5% 15.2 70.3 0.450 76.7% 11.4 0.983 20.1% 9.8 0.632

49.7% 14.9 69.3 0.144 74.2% 12.6 0.428 14.5% 7.1 0.493

37.2% 11.2 52.6 0.603 77.7% 10.9 0.604 15.5% 7.6 0.708

44.8% 13.4 62.7 0.475 76.8% 11.3 0.634 15.7% 7.7 0.556

47.5% 14.2 66.3 0.902 80.4% 9.6 0.182 13.0% 6.3 0.181

39.0% 11.7 55.1 0.316 75.8% 11.9 0.263 13.5% 6.6 0.582

44.7% 13.4 62.6 0.642 77.9% 10.8 0.016 10.6% 5.2 0.163

42.6% 12.8 59.9 0.498 77.0% 11.3 0.640 15.7% 7.7 0.565

47.5% 14.3 66.4 0.915 80.6% 9.5 0.004 9.8% 4.8 0.525



56.4% 16.9 78.0 0.984 82.6% 8.5 0.581 15.3% 7.5 0.433

57.8% 17.3 79.8 0.914 80.6% 9.5 0.220 13.2% 6.5 0.630

44.8% 13.4 62.7 0.941 81.1% 9.3 0.229 13.3% 6.5 0.378

42.0% 12.6 59.1 0.260 75.3% 12.1 0.653 15.8% 7.7 0.736

39.8% 11.9 56.1 0.566 77.4% 11.0 0.977 19.8% 9.7 0.954

47.1% 14.1 65.9 0.352 76.0% 11.7 0.059 11.7% 5.7 0.384

37.5% 11.2 53.0 0.687 78.3% 10.6 0.073 11.9% 5.8 0.562

47.7% 14.3 66.7 0.419 76.5% 11.5 0.389 14.3% 7.0 0.439

35.9% 10.8 50.9 0.685 78.3% 10.6 0.254 13.5% 6.6 0.052

38.7% 11.6 54.6 0.168 74.5% 12.5 0.870 17.5% 8.6 0.116

45.0% 13.5 63.1 0.809 79.3% 10.1 0.525 15.0% 7.4 0.683

51.8% 15.5 72.1 0.497 77.0% 11.3 0.139 12.6% 6.2 0.545

36.3% 10.9 51.3 0.829 79.5% 10.0 0.754 16.5% 8.1 0.823

45.7% 13.7 64.1 0.137 74.2% 12.7 0.117 12.4% 6.1 0.984

48.2% 14.5 67.3 0.124 74.0% 12.7 0.599 15.5% 7.6 0.431

48.6% 14.6 67.9 0.277 75.5% 12.0 0.034 11.2% 5.5 0.962

43.2% 13.0 60.7 0.385 76.2% 11.6 0.565 15.3% 7.5 0.171

55.7% 16.7 77.0 0.469 76.8% 11.4 0.243 13.4% 6.6 0.662

41.3% 12.4 58.1 0.193 74.7% 12.4 0.890 17.8% 8.7 0.451

40.0% 12.0 56.4 0.983 82.5% 8.6 0.225 13.3% 6.5 0.706

66.8% 20.0 91.3 0.318 75.8% 11.9 0.205 13.1% 6.4 0.304

33.1% 9.9 47.0 0.799 79.2% 10.2 0.771 16.6% 8.1 0.653

41.9% 12.6 58.9 0.079 73.3% 13.1 0.145 12.7% 6.2 0.550

41.1% 12.3 57.9 0.508 77.1% 11.2 0.053 11.6% 5.7 0.103

40.7% 12.2 57.4 0.244 75.2% 12.1 0.738 16.4% 8.0 0.809

41.1% 12.3 57.8 0.516 77.1% 11.2 0.451 14.6% 7.2 0.873

36.6% 11.0 51.8 0.084 73.4% 13.0 0.243 13.4% 6.6 0.730

50.1% 15.0 69.8 0.697 78.3% 10.6 0.332 13.9% 6.8 0.592

45.3% 13.6 63.4 0.898 80.3% 9.6 0.768 16.6% 8.1 0.909

30.1% 9.0 42.9 0.969 81.8% 8.9 0.182 13.0% 6.3 0.509

47.3% 14.2 66.1 0.467 76.8% 11.4 0.116 12.4% 6.1 0.245

62.1% 18.6 85.3 0.673 78.2% 10.7 0.907 18.0% 8.8 0.151

39.8% 11.9 56.1 0.279 75.5% 12.0 0.456 14.6% 7.2 0.951

33.6% 10.1 47.7 0.956 81.5% 9.1 0.440 14.6% 7.1 0.528

36.4% 10.9 51.5 0.889 80.2% 9.7 0.599 15.5% 7.6 0.647

43.6% 13.1 61.2 0.460 76.7% 11.4 0.365 14.1% 6.9 0.880

49.9% 15.0 69.5 0.882 80.1% 9.7 0.734 16.3% 8.0 0.642

64.6% 19.4 88.5 0.198 74.8% 12.3 0.367 14.1% 6.9 0.914

35.9% 10.8 50.9 0.459 76.7% 11.4 0.860 17.4% 8.5 0.943

30.5% 9.1 43.4 0.364 76.1% 11.7 0.236 13.3% 6.5 0.801

39.1% 11.7 55.2 0.965 81.7% 8.9 0.138 12.6% 6.2 0.314

44.5% 13.3 62.4 0.411 76.4% 11.5 0.212 13.2% 6.5 0.788

46.8% 14.0 65.4 0.997 84.1% 7.8 0.105 12.3% 6.0 0.147

44.9% 13.5 63.0 0.481 76.9% 11.3 0.958 19.1% 9.3 0.042



50.3% 15.1 70.0 0.825 79.4% 10.1 0.567 15.3% 7.5 0.319

41.2% 12.4 58.0 0.694 78.3% 10.6 0.939 18.6% 9.1 0.638

38.9% 11.7 54.9 0.353 76.0% 11.7 0.609 15.5% 7.6 0.510

51.3% 15.4 71.4 0.058 72.9% 13.3 0.028 11.0% 5.4 0.349

64.6% 19.4 88.5 0.564 77.4% 11.1 0.137 12.6% 6.2 0.907

41.4% 12.4 58.3 0.630 77.9% 10.8 0.845 17.3% 8.5 0.099

40.1% 12.0 56.5 0.469 76.8% 11.4 0.105 12.3% 6.0 0.800

44.2% 13.3 62.0 0.114 73.9% 12.8 0.819 17.0% 8.3 0.369

40.7% 12.2 57.3 0.875 80.0% 9.8 0.992 20.9% 10.2 0.100

46.0% 13.8 64.3 0.669 78.1% 10.7 0.748 16.4% 8.0 0.365

43.9% 13.2 61.6 0.144 74.2% 12.6 0.513 15.0% 7.3 0.517

55.2% 16.6 76.4 0.031 72.1% 13.6 0.140 12.6% 6.2 0.855

35.0% 10.5 49.7 0.594 77.6% 11.0 0.530 15.1% 7.4 0.883

46.9% 14.1 65.5 0.936 81.0% 9.3 0.527 15.0% 7.4 0.325

42.8% 12.8 60.1 0.427 76.5% 11.5 0.069 11.8% 5.8 0.082

59.2% 17.7 81.6 0.502 77.0% 11.3 0.725 16.3% 8.0 0.789

60.1% 18.0 82.8 0.497 77.0% 11.3 0.599 15.5% 7.6 0.417

49.7% 14.9 69.2 0.691 78.3% 10.6 0.624 15.6% 7.6 0.763

34.5% 10.3 48.9 0.994 83.6% 8.0 0.688 16.0% 7.8 0.875

39.9% 12.0 56.2 0.976 82.2% 8.7 0.849 17.3% 8.5 0.706

42.2% 12.7 59.3 0.089 73.5% 13.0 0.077 11.9% 5.8 0.432

35.2% 10.6 50.0 0.817 79.4% 10.1 0.271 13.6% 6.6 0.445

53.7% 16.1 74.5 0.379 76.2% 11.7 0.683 16.0% 7.8 0.371

45.7% 13.7 64.0 0.824 79.4% 10.1 0.672 15.9% 7.8 0.169

47.1% 14.1 65.8 0.397 76.3% 11.6 0.114 12.4% 6.1 0.803

49.0% 14.7 68.4 0.469 76.8% 11.4 0.343 14.0% 6.9 0.596

48.9% 14.7 68.3 0.568 77.4% 11.0 0.845 17.3% 8.5 0.256

45.6% 13.7 63.9 0.932 80.9% 9.4 0.499 14.9% 7.3 0.948

52.3% 15.7 72.7 0.431 76.5% 11.5 0.471 14.7% 7.2 0.052

42.7% 12.8 60.0 0.755 78.8% 10.4 0.315 13.8% 6.8 0.958

36.7% 11.0 51.9 0.901 80.4% 9.6 0.899 17.9% 8.8 0.089

45.7% 13.7 64.0 0.078 73.3% 13.1 0.997 21.9% 10.7 0.554

43.1% 12.9 60.6 0.145 74.2% 12.6 0.212 13.2% 6.5 0.217

47.2% 14.2 66.0 0.714 78.5% 10.5 0.349 14.0% 6.9 0.196

45.3% 13.6 63.4 0.679 78.2% 10.7 0.654 15.8% 7.7 0.498

38.6% 11.6 54.6 0.297 75.6% 11.9 0.713 16.2% 7.9 0.492

35.7% 10.7 50.6 0.502 77.0% 11.3 0.674 15.9% 7.8 0.571

44.9% 13.5 63.0 0.849 79.7% 9.9 0.682 16.0% 7.8 0.232

35.8% 10.7 50.8 0.784 79.0% 10.3 0.034 11.2% 5.5 0.604

50.6% 15.2 70.5 0.003 69.9% 14.7 0.619 15.6% 7.6 0.356

51.2% 15.4 71.2 0.543 77.3% 11.1 0.190 13.0% 6.4 0.230

44.8% 13.4 62.7 0.412 76.4% 11.5 0.560 15.2% 7.5 0.305

48.6% 14.6 67.8 0.867 79.9% 9.8 0.093 12.1% 5.9 0.734

55.4% 16.6 76.7 0.895 80.3% 9.7 0.070 11.8% 5.8 0.779



36.1% 10.8 51.1 0.438 76.6% 11.5 0.984 20.2% 9.9 0.120

37.1% 11.1 52.5 0.643 78.0% 10.8 0.580 15.3% 7.5 0.769

57.9% 17.4 80.0 0.297 75.6% 11.9 0.986 20.3% 10.0 0.780

38.8% 11.6 54.7 0.603 77.7% 10.9 0.338 14.0% 6.8 0.136

37.8% 11.3 53.4 0.013 71.2% 14.1 0.388 14.3% 7.0 0.651

48.4% 14.5 67.6 0.797 79.2% 10.2 0.287 13.7% 6.7 0.096

40.0% 12.0 56.4 0.388 76.3% 11.6 0.324 13.9% 6.8 0.103

52.5% 15.8 72.9 0.833 79.5% 10.0 0.090 12.1% 5.9 0.107

37.6% 11.3 53.2 0.340 75.9% 11.8 0.275 13.6% 6.7 0.561

46.0% 13.8 64.4 0.207 74.9% 12.3 0.389 14.3% 7.0 0.430

34.0% 10.2 48.3 0.051 72.7% 13.3 0.474 14.7% 7.2 0.391

31.9% 9.6 45.4 0.181 74.6% 12.4 0.787 16.7% 8.2 0.455

36.2% 10.9 51.3 0.251 75.3% 12.1 0.616 15.6% 7.6 0.439

49.7% 14.9 69.2 0.990 83.1% 8.3 0.090 12.1% 5.9 0.363

50.6% 15.2 70.5 0.298 75.6% 11.9 0.868 17.5% 8.6 0.298

30.9% 9.3 44.1 0.935 81.0% 9.3 0.547 15.2% 7.4 0.494

40.2% 12.1 56.7 0.436 76.6% 11.5 0.423 14.5% 7.1 0.031

59.1% 17.7 81.5 0.160 74.4% 12.5 0.705 16.1% 7.9 0.906

34.9% 10.5 49.5 0.356 76.0% 11.7 0.132 12.5% 6.1 0.974

50.4% 15.1 70.2 0.457 76.7% 11.4 0.423 14.5% 7.1 0.459

32.3% 9.7 46.0 0.089 73.5% 13.0 0.062 11.7% 5.7 0.226

56.6% 17.0 78.3 0.613 77.7% 10.9 0.759 16.5% 8.1 0.272

39.8% 11.9 56.1 0.304 75.7% 11.9 0.056 11.6% 5.7 0.597

43.0% 12.9 60.4 0.201 74.8% 12.3 0.739 16.4% 8.0 0.055

49.7% 14.9 69.2 0.552 77.3% 11.1 0.887 17.8% 8.7 0.622

44.2% 13.3 62.0 0.111 73.8% 12.8 0.325 13.9% 6.8 0.858

38.2% 11.4 53.9 0.892 80.2% 9.7 0.911 18.1% 8.9 0.727

43.7% 13.1 61.3 0.326 75.8% 11.8 0.731 16.3% 8.0 0.835

56.4% 16.9 78.1 0.296 75.6% 11.9 0.059 11.7% 5.7 0.712

67.2% 20.1 91.7 0.356 76.0% 11.7 0.674 15.9% 7.8 0.153

41.3% 12.4 58.1 0.301 75.6% 11.9 0.617 15.6% 7.6 0.465

49.5% 14.8 69.0 0.908 80.5% 9.6 0.233 13.3% 6.5 0.590

45.9% 13.8 64.2 0.253 75.3% 12.1 0.598 15.4% 7.6 0.744

43.6% 13.1 61.2 0.369 76.1% 11.7 0.166 12.8% 6.3 0.894

50.3% 15.1 70.0 0.660 78.1% 10.7 0.662 15.8% 7.8 0.363

40.7% 12.2 57.4 0.390 76.3% 11.6 0.306 13.8% 6.7 0.703

54.6% 16.4 75.7 0.721 78.5% 10.5 0.897 17.9% 8.8 0.056

39.0% 11.7 55.0 0.346 76.0% 11.8 0.491 14.8% 7.3 0.556

34.4% 10.3 48.9 0.512 77.1% 11.2 0.754 16.5% 8.1 0.627

45.2% 13.6 63.4 0.344 76.0% 11.8 0.704 16.1% 7.9 0.540

45.9% 13.8 64.2 0.122 74.0% 12.7 0.081 12.0% 5.9 0.609

40.4% 12.1 56.9 0.257 75.3% 12.1 0.673 15.9% 7.8 0.707

28.6% 8.6 40.8 0.077 73.3% 13.1 0.996 21.6% 10.6 0.671

61.9% 18.6 85.1 0.272 75.4% 12.0 0.306 13.8% 6.7 0.191



43.7% 13.1 61.4 0.072 73.2% 13.1 0.836 17.2% 8.4 0.820

35.9% 10.8 50.8 0.840 79.6% 10.0 0.439 14.6% 7.1 0.185

68.5% 20.6 93.4 0.272 75.4% 12.0 0.129 12.5% 6.1 0.913

40.4% 12.1 57.0 0.483 76.9% 11.3 0.797 16.8% 8.2 0.770

43.9% 13.2 61.6 0.099 73.7% 12.9 0.538 15.1% 7.4 0.585

46.2% 13.8 64.6 0.424 76.5% 11.5 0.063 11.7% 5.7 0.696

48.8% 14.6 68.1 0.588 77.6% 11.0 0.324 13.9% 6.8 0.641

49.4% 14.8 68.8 0.532 77.2% 11.2 0.624 15.6% 7.6 0.091

55.9% 16.8 77.3 0.951 81.3% 9.2 0.955 19.0% 9.3 0.299

58.7% 17.6 80.9 0.387 76.3% 11.6 0.103 12.2% 6.0 0.649

41.1% 12.3 57.9 0.751 78.8% 10.4 0.517 15.0% 7.3 0.944

43.1% 12.9 60.6 0.249 75.2% 12.1 0.074 11.9% 5.8 0.371

33.9% 10.2 48.2 0.525 77.2% 11.2 0.971 19.5% 9.6 0.118

58.8% 17.6 81.1 0.071 73.2% 13.1 0.233 13.3% 6.5 0.278

42.8% 12.8 60.1 0.291 75.6% 12.0 0.063 11.7% 5.7 0.329

45.2% 13.6 63.3 0.889 80.2% 9.7 0.719 16.2% 7.9 0.787

38.2% 11.5 54.0 0.960 81.6% 9.0 0.733 16.3% 8.0 0.233

48.7% 14.6 68.0 0.082 73.4% 13.0 0.132 12.5% 6.1 0.223

52.3% 15.7 72.7 0.729 78.6% 10.5 0.027 11.0% 5.4 0.831

35.7% 10.7 50.5 0.957 81.5% 9.1 0.083 12.0% 5.9 0.945

34.9% 10.5 49.5 0.465 76.8% 11.4 0.327 13.9% 6.8 0.682

50.8% 15.2 70.7 0.190 74.7% 12.4 0.670 15.9% 7.8 0.557

39.5% 11.8 55.7 0.887 80.2% 9.7 0.537 15.1% 7.4 0.673

39.3% 11.8 55.5 0.277 75.5% 12.0 0.832 17.1% 8.4 0.860

41.2% 12.4 58.0 0.855 79.8% 9.9 0.990 20.7% 10.1 0.942

32.4% 9.7 46.1 0.554 77.4% 11.1 0.381 14.2% 7.0 0.177

37.1% 11.1 52.5 0.786 79.1% 10.2 0.755 16.5% 8.1 0.868

46.9% 14.1 65.5 0.144 74.2% 12.6 0.611 15.5% 7.6 0.931

56.1% 16.8 77.6 0.468 76.8% 11.4 0.915 18.2% 8.9 0.825

37.7% 11.3 53.3 0.524 77.2% 11.2 0.086 12.1% 5.9 0.980

46.8% 14.0 65.5 0.299 75.6% 11.9 0.033 11.2% 5.5 0.036

49.1% 14.7 68.4 0.307 75.7% 11.9 0.506 14.9% 7.3 0.393

46.2% 13.9 64.7 0.259 75.3% 12.1 0.563 15.2% 7.5 0.752

31.8% 9.5 45.2 0.189 74.7% 12.4 0.644 15.7% 7.7 0.383

51.1% 15.3 71.2 0.941 81.1% 9.3 0.741 16.4% 8.0 0.755

41.7% 12.5 58.7 0.781 79.0% 10.3 0.995 21.4% 10.5 0.144

50.4% 15.1 70.2 0.382 76.2% 11.6 0.026 11.0% 5.4 0.962

40.1% 12.0 56.6 0.567 77.4% 11.0 0.389 14.3% 7.0 0.543

48.0% 14.4 67.0 0.245 75.2% 12.1 0.176 12.9% 6.3 0.855

34.2% 10.3 48.5 0.334 75.9% 11.8 0.718 16.2% 7.9 0.398

54.3% 16.3 75.3 0.422 76.5% 11.5 0.744 16.4% 8.0 0.586

58.7% 17.6 81.0 0.944 81.1% 9.2 0.516 15.0% 7.3 0.176

47.9% 14.4 66.9 0.623 77.8% 10.9 0.673 15.9% 7.8 0.574

33.8% 10.1 48.0 0.640 77.9% 10.8 0.622 15.6% 7.6 0.089



34.7% 10.4 49.2 0.592 77.6% 11.0 0.923 18.3% 9.0 0.804

39.8% 12.0 56.2 0.512 77.1% 11.2 0.570 15.3% 7.5 0.633

49.6% 14.9 69.1 0.704 78.4% 10.6 0.019 10.7% 5.3 0.690

48.4% 14.5 67.6 0.385 76.2% 11.6 0.668 15.9% 7.8 0.190

40.5% 12.1 57.0 0.635 77.9% 10.8 0.902 18.0% 8.8 0.645

40.3% 12.1 56.8 0.159 74.4% 12.5 0.084 12.0% 5.9 0.830

46.0% 13.8 64.3 0.390 76.3% 11.6 0.543 15.1% 7.4 0.342

31.6% 9.5 45.0 0.103 73.7% 12.9 0.735 16.3% 8.0 0.597

42.7% 12.8 60.0 0.675 78.2% 10.7 0.898 17.9% 8.8 0.733

42.8% 12.8 60.2 0.875 80.0% 9.8 0.741 16.4% 8.0 0.480

46.8% 14.1 65.5 0.088 73.5% 13.0 0.205 13.1% 6.4 0.813

50.2% 15.1 69.9 0.455 76.7% 11.4 0.873 17.6% 8.6 0.638

55.3% 16.6 76.5 0.138 74.2% 12.6 0.038 11.3% 5.5 0.019

44.9% 13.5 62.9 0.261 75.3% 12.1 0.938 18.6% 9.1 0.281

38.0% 11.4 53.7 0.035 72.3% 13.6 0.095 12.2% 6.0 0.460

54.8% 16.4 75.9 0.779 79.0% 10.3 0.030 11.1% 5.4 0.439

45.4% 13.6 63.5 0.444 76.6% 11.4 0.171 12.9% 6.3 0.540

46.1% 13.8 64.6 0.532 77.2% 11.2 0.914 18.1% 8.9 0.495

43.1% 12.9 60.5 0.584 77.5% 11.0 0.978 19.9% 9.7 0.445

51.6% 15.5 71.8 0.657 78.1% 10.7 0.105 12.3% 6.0 0.771

43.4% 13.0 60.9 0.121 73.9% 12.8 0.735 16.3% 8.0 0.192

42.6% 12.8 59.9 0.445 76.6% 11.4 0.506 14.9% 7.3 0.899

49.7% 14.9 69.3 0.501 77.0% 11.3 0.351 14.1% 6.9 0.453

42.3% 12.7 59.5 0.794 79.1% 10.2 0.027 11.0% 5.4 0.834

36.0% 10.8 51.0 0.403 76.4% 11.6 0.155 12.7% 6.2 0.206

35.1% 10.5 49.8 0.298 75.6% 11.9 0.192 13.0% 6.4 0.253

57.7% 17.3 79.7 0.319 75.8% 11.9 0.073 11.9% 5.8 0.593

39.3% 11.8 55.4 0.505 77.0% 11.2 0.752 16.5% 8.1 0.865

48.4% 14.5 67.5 0.386 76.2% 11.6 0.103 12.3% 6.0 0.354

51.4% 15.4 71.4 0.731 78.6% 10.5 0.513 15.0% 7.3 0.915

40.3% 12.1 56.8 0.688 78.3% 10.6 0.913 18.1% 8.9 0.555

36.3% 10.9 51.3 0.160 74.4% 12.5 0.550 15.2% 7.4 0.852

45.8% 13.8 64.2 0.601 77.7% 10.9 0.286 13.7% 6.7 0.950

42.9% 12.9 60.3 0.597 77.6% 10.9 0.770 16.6% 8.1 0.725

55.1% 16.5 76.3 0.052 72.8% 13.3 0.919 18.2% 8.9 0.345

45.6% 13.7 63.8 0.665 78.1% 10.7 0.375 14.2% 6.9 0.913

33.8% 10.2 48.1 0.806 79.3% 10.2 0.763 16.5% 8.1 0.129

42.4% 12.7 59.6 0.149 74.3% 12.6 0.901 17.9% 8.8 0.020

56.0% 16.8 77.4 0.913 80.5% 9.5 0.866 17.5% 8.6 0.637

48.3% 14.5 67.5 0.072 73.2% 13.1 0.606 15.5% 7.6 0.193

58.4% 17.5 80.6 0.381 76.2% 11.6 0.043 11.4% 5.6 0.488

33.9% 10.2 48.1 0.744 78.7% 10.4 0.387 14.3% 7.0 0.856

39.0% 11.7 55.0 0.431 76.5% 11.5 0.478 14.8% 7.2 0.632

46.9% 14.1 65.6 0.327 75.8% 11.8 0.395 14.3% 7.0 0.904



44.0% 13.2 61.8 0.585 77.6% 11.0 0.710 16.2% 7.9 0.470

57.8% 17.3 79.8 0.285 75.5% 12.0 0.424 14.5% 7.1 0.501

34.3% 10.3 48.7 0.786 79.1% 10.2 0.119 12.4% 6.1 0.457

39.0% 11.7 55.0 0.157 74.4% 12.5 0.655 15.8% 7.7 0.707

28.7% 8.6 41.0 0.457 76.7% 11.4 0.682 16.0% 7.8 0.510

50.3% 15.1 70.1 0.834 79.5% 10.0 0.704 16.1% 7.9 0.002

46.0% 13.8 64.4 0.680 78.2% 10.7 0.390 14.3% 7.0 0.205

50.2% 15.1 70.0 0.335 75.9% 11.8 0.261 13.5% 6.6 0.604

50.5% 15.1 70.3 0.157 74.4% 12.5 0.076 11.9% 5.8 0.647

48.6% 14.6 67.8 0.577 77.5% 11.0 0.839 17.2% 8.4 0.619

63.8% 19.1 87.5 0.119 73.9% 12.8 0.932 18.5% 9.0 0.763

51.5% 15.4 71.6 0.346 76.0% 11.8 0.778 16.7% 8.2 0.137

57.3% 17.2 79.2 0.862 79.8% 9.9 0.021 10.8% 5.3 0.021

64.3% 19.3 88.1 0.522 77.1% 11.2 0.036 11.2% 5.5 0.637

49.0% 14.7 68.4 0.075 73.3% 13.1 0.704 16.1% 7.9 0.953

60.7% 18.2 83.5 0.699 78.4% 10.6 0.105 12.3% 6.0 0.929

59.8% 17.9 82.3 0.880 80.1% 9.8 0.349 14.0% 6.9 0.510

48.9% 14.7 68.3 0.056 72.9% 13.3 0.407 14.4% 7.0 0.220

58.8% 17.6 81.1 0.509 77.1% 11.2 0.623 15.6% 7.6 0.076

50.2% 15.1 70.0 0.376 76.2% 11.7 0.933 18.5% 9.0 0.812

35.3% 10.6 50.1 0.613 77.7% 10.9 0.017 10.7% 5.2 0.140

56.1% 16.8 77.5 0.009 70.9% 14.3 0.389 14.3% 7.0 0.317

53.1% 15.9 73.8 0.812 79.3% 10.1 0.484 14.8% 7.2 0.029

55.0% 16.5 76.2 0.543 77.3% 11.1 0.327 13.9% 6.8 0.355

47.2% 14.1 65.9 0.152 74.3% 12.6 0.320 13.9% 6.8 0.097

42.2% 12.7 59.4 0.573 77.5% 11.0 0.102 12.2% 6.0 0.502

43.5% 13.0 61.1 0.336 75.9% 11.8 0.331 13.9% 6.8 0.098

45.9% 13.8 64.2 0.295 75.6% 11.9 0.664 15.9% 7.8 0.534

37.5% 11.3 53.1 0.518 77.1% 11.2 0.352 14.1% 6.9 0.979

30.9% 9.3 44.0 0.169 74.5% 12.5 0.680 16.0% 7.8 0.566

40.0% 12.0 56.3 0.090 73.5% 13.0 0.984 20.2% 9.9 0.500

36.5% 11.0 51.7 0.747 78.7% 10.4 0.957 19.0% 9.3 0.713

46.2% 13.9 64.7 0.646 78.0% 10.8 0.923 18.3% 9.0 0.007

38.5% 11.6 54.4 0.689 78.3% 10.6 0.142 12.6% 6.2 0.282

49.1% 14.7 68.5 0.734 78.6% 10.5 0.157 12.8% 6.2 0.137

43.2% 13.0 60.7 0.744 78.7% 10.4 0.717 16.2% 7.9 0.832

43.8% 13.1 61.4 0.269 75.4% 12.0 0.684 16.0% 7.8 0.676

46.3% 13.9 64.8 0.684 78.2% 10.6 0.287 13.7% 6.7 0.404

50.3% 15.1 70.0 0.188 74.7% 12.4 0.953 18.9% 9.3 0.914

45.2% 13.6 63.4 0.327 75.8% 11.8 0.025 10.9% 5.4 0.519

51.3% 15.4 71.3 0.370 76.1% 11.7 0.287 13.7% 6.7 0.994

46.6% 14.0 65.1 0.670 78.1% 10.7 0.843 17.2% 8.4 0.364

57.8% 17.3 79.8 0.767 78.9% 10.3 0.665 15.9% 7.8 0.227

46.0% 13.8 64.4 0.941 81.1% 9.3 0.744 16.4% 8.0 0.120



36.9% 11.1 52.2 0.149 74.3% 12.6 0.690 16.0% 7.8 0.122

35.7% 10.7 50.6 0.594 77.6% 11.0 0.634 15.7% 7.7 0.079

39.4% 11.8 55.5 0.079 73.3% 13.1 0.964 19.3% 9.4 0.695

50.1% 15.0 69.8 0.423 76.5% 11.5 0.650 15.8% 7.7 0.090

32.5% 9.7 46.2 0.047 72.6% 13.4 0.054 11.6% 5.7 0.503

47.4% 14.2 66.2 0.069 73.1% 13.1 0.571 15.3% 7.5 0.841

29.1% 8.7 41.5 0.505 77.0% 11.2 0.156 12.7% 6.2 0.913

41.5% 12.5 58.5 0.282 75.5% 12.0 0.051 11.5% 5.7 0.063

47.2% 14.2 66.0 0.370 76.1% 11.7 0.546 15.1% 7.4 0.078

39.6% 11.9 55.8 0.511 77.1% 11.2 0.550 15.2% 7.4 0.269

50.3% 15.1 70.0 0.490 76.9% 11.3 0.061 11.7% 5.7 0.650

55.4% 16.6 76.7 0.026 71.9% 13.7 0.314 13.8% 6.8 0.511

47.4% 14.2 66.2 0.929 80.8% 9.4 0.774 16.6% 8.1 0.540

47.6% 14.3 66.5 0.995 83.8% 7.9 0.513 15.0% 7.3 0.377

50.0% 15.0 69.6 0.436 76.6% 11.5 0.773 16.6% 8.1 0.274

46.1% 13.8 64.5 0.714 78.5% 10.5 0.248 13.4% 6.6 0.643

42.4% 12.7 59.6 0.648 78.0% 10.8 0.011 10.3% 5.1 0.625

37.9% 11.4 53.6 0.054 72.8% 13.3 0.001 8.8% 4.3 0.460

45.0% 13.5 63.0 0.757 78.8% 10.4 0.954 19.0% 9.3 0.714

36.6% 11.0 51.8 0.750 78.8% 10.4 0.644 15.7% 7.7 0.467

56.8% 17.0 78.5 0.542 77.3% 11.1 0.937 18.6% 9.1 0.022

45.3% 13.6 63.5 0.261 75.3% 12.1 0.247 13.4% 6.6 0.433

37.9% 11.4 53.5 0.301 75.6% 11.9 0.280 13.6% 6.7 0.487

60.9% 18.3 83.8 0.275 75.4% 12.0 0.638 15.7% 7.7 0.025

41.5% 12.4 58.4 0.232 75.1% 12.2 0.638 15.7% 7.7 0.610

45.1% 13.5 63.2 0.307 75.7% 11.9 0.470 14.7% 7.2 0.650

46.0% 13.8 64.4 0.022 71.8% 13.8 0.111 12.3% 6.0 0.156

37.4% 11.2 52.9 0.592 77.6% 11.0 0.707 16.1% 7.9 0.436

42.4% 12.7 59.6 0.324 75.8% 11.8 0.638 15.7% 7.7 0.343

54.6% 16.4 75.7 0.059 72.9% 13.2 0.644 15.7% 7.7 0.484

48.0% 14.4 67.1 0.536 77.2% 11.1 0.505 14.9% 7.3 0.238

43.8% 13.1 61.5 0.592 77.6% 11.0 0.547 15.2% 7.4 0.335

33.8% 10.1 47.9 0.495 77.0% 11.3 0.955 19.0% 9.3 0.022

42.3% 12.7 59.4 0.288 75.5% 12.0 0.686 16.0% 7.8 0.935

34.2% 10.2 48.5 0.618 77.8% 10.9 0.074 11.9% 5.8 0.069

59.9% 18.0 82.5 0.885 80.1% 9.7 0.780 16.7% 8.2 0.080

53.8% 16.1 74.7 0.386 76.2% 11.6 0.223 13.3% 6.5 0.765

68.2% 20.5 93.0 0.481 76.9% 11.3 0.053 11.6% 5.7 0.255

51.5% 15.5 71.7 0.061 73.0% 13.2 0.446 14.6% 7.1 0.016

68.9% 20.7 93.9 0.387 76.3% 11.6 0.253 13.5% 6.6 0.924

50.1% 15.0 69.8 0.507 77.0% 11.2 0.887 17.8% 8.7 0.729

40.7% 12.2 57.4 0.980 82.3% 8.6 0.396 14.3% 7.0 0.992

51.3% 15.4 71.4 0.903 80.4% 9.6 0.703 16.1% 7.9 0.569

41.0% 12.3 57.7 0.656 78.0% 10.7 0.058 11.7% 5.7 0.778



53.1% 15.9 73.7 0.826 79.4% 10.1 0.881 17.7% 8.7 0.435

62.7% 18.8 86.1 0.048 72.7% 13.4 0.785 16.7% 8.2 0.101

42.4% 12.7 59.5 0.204 74.8% 12.3 0.258 13.5% 6.6 0.119

53.8% 16.1 74.6 0.855 79.8% 9.9 0.023 10.9% 5.3 0.266

56.1% 16.8 77.6 0.163 74.4% 12.5 0.400 14.3% 7.0 0.238

45.9% 13.8 64.2 0.210 74.9% 12.3 0.981 20.0% 9.8 0.398

49.2% 14.8 68.6 0.728 78.6% 10.5 0.415 14.4% 7.1 0.836

30.6% 9.2 43.6 0.840 79.6% 10.0 0.299 13.7% 6.7 0.362

32.8% 9.9 46.7 0.575 77.5% 11.0 0.227 13.3% 6.5 0.970

42.5% 12.7 59.7 0.985 82.7% 8.5 0.338 14.0% 6.8 0.211

39.2% 11.8 55.3 0.959 81.5% 9.0 0.567 15.3% 7.5 0.290

39.0% 11.7 55.0 0.002 69.5% 14.9 0.595 15.4% 7.6 0.501

44.6% 13.4 62.5 0.924 80.7% 9.4 0.944 18.7% 9.2 0.531

52.1% 15.6 72.4 0.290 75.6% 12.0 0.880 17.7% 8.6 0.585

71.4% 21.4 97.1 0.967 81.8% 8.9 0.531 15.1% 7.4 0.831

45.8% 13.7 64.1 0.164 74.4% 12.5 0.560 15.2% 7.5 0.326

31.2% 9.4 44.4 0.377 76.2% 11.7 0.251 13.4% 6.6 0.277

40.4% 12.1 56.9 0.129 74.1% 12.7 0.155 12.7% 6.2 0.092

61.2% 18.4 84.1 0.785 79.1% 10.3 0.453 14.6% 7.2 0.826

44.9% 13.5 63.0 0.928 80.8% 9.4 0.063 11.7% 5.7 0.083

60.9% 18.3 83.8 0.206 74.9% 12.3 0.180 12.9% 6.3 0.913

45.4% 13.6 63.6 0.245 75.2% 12.1 0.405 14.4% 7.0 0.683

39.6% 11.9 55.9 0.524 77.2% 11.2 0.742 16.4% 8.0 0.599

47.3% 14.2 66.1 0.530 77.2% 11.2 0.443 14.6% 7.1 0.664

37.6% 11.3 53.2 0.042 72.5% 13.5 0.992 21.0% 10.3 0.486

51.6% 15.5 71.7 0.457 76.7% 11.4 0.853 17.4% 8.5 0.401

55.2% 16.6 76.4 0.414 76.4% 11.5 0.883 17.7% 8.7 0.549

52.0% 15.6 72.2 0.022 71.8% 13.8 0.093 12.1% 5.9 0.038

44.0% 13.2 61.8 0.826 79.4% 10.1 0.630 15.6% 7.7 0.681

42.7% 12.8 60.0 0.159 74.4% 12.5 0.979 19.9% 9.7 0.270

52.3% 15.7 72.6 0.930 80.8% 9.4 0.018 10.7% 5.2 0.937

39.6% 11.9 55.8 0.513 77.1% 11.2 0.538 15.1% 7.4 0.630

38.5% 11.5 54.3 0.590 77.6% 11.0 0.668 15.9% 7.8 0.281

40.1% 12.0 56.5 0.287 75.5% 12.0 0.509 14.9% 7.3 0.118

51.7% 15.5 71.9 0.331 75.9% 11.8 0.250 13.4% 6.6 0.517

51.1% 15.3 71.1 0.153 74.3% 12.6 0.915 18.2% 8.9 0.083

43.7% 13.1 61.3 0.461 76.7% 11.4 0.614 15.5% 7.6 0.261

42.5% 12.7 59.7 0.055 72.8% 13.3 0.694 16.0% 7.9 0.574

35.8% 10.8 50.8 0.825 79.4% 10.1 0.144 12.6% 6.2 0.900

48.0% 14.4 67.0 0.118 73.9% 12.8 0.238 13.4% 6.5 0.503

48.6% 14.6 67.8 0.720 78.5% 10.5 0.957 19.0% 9.3 0.466

50.2% 15.0 69.9 0.933 80.9% 9.3 0.861 17.4% 8.5 0.575

36.3% 10.9 51.3 0.150 74.3% 12.6 0.086 12.1% 5.9 0.626

40.3% 12.1 56.8 0.852 79.7% 9.9 0.827 17.1% 8.4 0.283



57.9% 17.4 79.9 0.940 81.1% 9.3 0.920 18.2% 8.9 0.826

43.9% 13.2 61.6 0.689 78.3% 10.6 0.176 12.9% 6.3 0.503

44.0% 13.2 61.7 0.501 77.0% 11.3 0.519 15.0% 7.3 0.350

43.2% 13.0 60.7 0.121 74.0% 12.7 0.966 19.3% 9.5 0.688

49.4% 14.8 68.8 0.880 80.1% 9.8 0.397 14.3% 7.0 0.540

56.2% 16.9 77.8 0.340 75.9% 11.8 0.469 14.7% 7.2 0.911

50.7% 15.2 70.6 0.908 80.5% 9.6 0.389 14.3% 7.0 0.302

47.3% 14.2 66.2 0.433 76.6% 11.5 0.470 14.7% 7.2 0.635

63.0% 18.9 86.5 0.755 78.8% 10.4 0.663 15.8% 7.8 0.548

39.2% 11.8 55.3 0.443 76.6% 11.4 0.510 14.9% 7.3 0.712

50.6% 15.2 70.4 0.006 70.5% 14.4 0.309 13.8% 6.8 0.765

49.1% 14.7 68.5 0.129 74.1% 12.7 0.966 19.3% 9.5 0.176

34.0% 10.2 48.3 0.105 73.7% 12.9 0.957 19.0% 9.3 0.742

50.4% 15.1 70.2 0.597 77.6% 10.9 0.584 15.4% 7.5 0.704

50.1% 15.0 69.8 0.212 74.9% 12.3 0.628 15.6% 7.6 0.252

39.9% 12.0 56.2 0.699 78.4% 10.6 0.675 15.9% 7.8 0.697

51.8% 15.5 72.0 0.280 75.5% 12.0 0.129 12.5% 6.1 0.782

52.9% 15.9 73.4 0.543 77.3% 11.1 0.096 12.2% 6.0 0.034

36.7% 11.0 52.0 0.698 78.4% 10.6 0.787 16.7% 8.2 0.750

49.9% 15.0 69.6 0.426 76.5% 11.5 0.955 19.0% 9.3 0.346

51.8% 15.5 72.1 0.470 76.8% 11.4 0.862 17.5% 8.5 0.693

48.1% 14.4 67.2 0.844 79.6% 10.0 0.628 15.6% 7.7 0.685

50.4% 15.1 70.2 0.663 78.1% 10.7 0.083 12.0% 5.9 0.875

45.0% 13.5 63.1 0.297 75.6% 11.9 0.172 12.9% 6.3 0.636

52.8% 15.8 73.3 0.642 77.9% 10.8 0.948 18.8% 9.2 0.540

35.5% 10.7 50.4 0.259 75.3% 12.1 0.791 16.8% 8.2 0.470

41.8% 12.5 58.8 0.505 77.0% 11.2 0.277 13.6% 6.7 0.525

40.8% 12.2 57.4 0.915 80.6% 9.5 0.011 10.3% 5.1 0.085

49.1% 14.7 68.5 0.235 75.1% 12.2 0.651 15.8% 7.7 0.863

52.2% 15.7 72.6 0.749 78.8% 10.4 0.748 16.4% 8.0 0.639

50.1% 15.0 69.8 0.740 78.7% 10.4 0.545 15.1% 7.4 0.390

46.0% 13.8 64.4 0.774 79.0% 10.3 0.242 13.4% 6.6 0.080

47.3% 14.2 66.1 0.389 76.3% 11.6 0.288 13.7% 6.7 0.951

40.3% 12.1 56.8 0.649 78.0% 10.8 0.725 16.3% 8.0 0.618

50.7% 15.2 70.6 0.587 77.6% 11.0 0.467 14.7% 7.2 0.687

51.1% 15.3 71.2 0.571 77.5% 11.0 0.034 11.2% 5.5 0.736

45.2% 13.6 63.3 0.534 77.2% 11.1 0.188 13.0% 6.4 0.338

52.2% 15.6 72.5 0.776 79.0% 10.3 0.094 12.1% 5.9 0.833

55.5% 16.7 76.9 0.867 79.9% 9.8 0.819 17.0% 8.3 0.102

42.6% 12.8 59.8 0.901 80.3% 9.6 0.264 13.5% 6.6 0.895

50.0% 15.0 69.7 0.046 72.6% 13.4 0.585 15.4% 7.5 0.313

39.6% 11.9 55.9 0.309 75.7% 11.9 0.433 14.5% 7.1 0.139

46.5% 14.0 65.1 0.100 73.7% 12.9 0.194 13.1% 6.4 0.430

43.2% 13.0 60.7 0.196 74.8% 12.4 0.257 13.5% 6.6 0.776



42.7% 12.8 60.0 0.903 80.4% 9.6 0.701 16.1% 7.9 0.294

41.0% 12.3 57.8 0.669 78.1% 10.7 0.114 12.4% 6.1 0.043

44.1% 13.2 61.9 0.144 74.2% 12.6 0.090 12.1% 5.9 0.144

40.5% 12.2 57.1 0.753 78.8% 10.4 0.958 19.1% 9.3 0.279

54.0% 16.2 74.9 0.479 76.9% 11.3 0.160 12.8% 6.3 0.494

39.7% 11.9 56.0 0.535 77.2% 11.1 0.859 17.4% 8.5 0.163

57.0% 17.1 78.8 0.770 78.9% 10.3 0.373 14.2% 6.9 0.204

37.4% 11.2 52.9 0.759 78.8% 10.4 0.175 12.9% 6.3 0.373

43.9% 13.2 61.6 0.637 77.9% 10.8 0.461 14.7% 7.2 0.215

43.2% 13.0 60.7 0.701 78.4% 10.6 0.996 21.7% 10.6 0.044

46.8% 14.1 65.5 0.593 77.6% 11.0 0.699 16.1% 7.9 0.971

31.2% 9.4 44.5 0.060 72.9% 13.2 0.907 18.0% 8.8 0.945

51.9% 15.6 72.1 0.210 74.9% 12.3 0.220 13.2% 6.5 0.767

38.1% 11.4 53.9 0.458 76.7% 11.4 0.096 12.2% 6.0 0.154

56.0% 16.8 77.5 0.899 80.3% 9.6 0.295 13.7% 6.7 0.929

54.5% 16.4 75.6 0.473 76.8% 11.3 0.221 13.2% 6.5 0.883

45.0% 13.5 63.0 0.266 75.4% 12.1 0.316 13.8% 6.8 0.176

46.4% 13.9 64.9 0.423 76.5% 11.5 0.696 16.1% 7.9 0.067

44.8% 13.4 62.8 0.218 75.0% 12.3 0.959 19.1% 9.4 0.531

49.1% 14.7 68.4 0.532 77.2% 11.2 0.020 10.8% 5.3 0.395

41.0% 12.3 57.7 0.791 79.1% 10.2 0.696 16.1% 7.9 0.256

59.1% 17.7 81.4 1.000 86.2% 6.8 0.244 13.4% 6.6 0.528

37.1% 11.1 52.5 0.176 74.6% 12.4 0.804 16.9% 8.3 0.003

47.1% 14.1 65.9 0.742 78.7% 10.4 0.768 16.6% 8.1 0.235

55.2% 16.6 76.5 0.312 75.7% 11.9 0.536 15.1% 7.4 0.824

46.9% 14.1 65.6 0.445 76.6% 11.4 0.506 14.9% 7.3 0.888

44.7% 13.4 62.7 0.994 83.5% 8.1 0.712 16.2% 7.9 0.785

47.3% 14.2 66.2 0.172 74.5% 12.5 0.121 12.4% 6.1 0.427

29.3% 8.8 41.9 0.072 73.2% 13.1 0.203 13.1% 6.4 0.513

36.0% 10.8 50.9 0.625 77.8% 10.9 0.243 13.4% 6.6 0.676

47.8% 14.3 66.8 0.404 76.4% 11.6 0.419 14.4% 7.1 0.975

48.0% 14.4 67.0 0.916 80.6% 9.5 0.300 13.8% 6.7 0.089

45.2% 13.6 63.3 0.242 75.2% 12.2 0.199 13.1% 6.4 0.028

35.8% 10.7 50.8 0.509 77.1% 11.2 0.883 17.7% 8.7 0.484

58.6% 17.6 80.8 0.527 77.2% 11.2 0.520 15.0% 7.3 0.045

37.6% 11.3 53.1 0.294 75.6% 11.9 0.957 19.0% 9.3 0.745

70.5% 21.2 96.0 0.151 74.3% 12.6 0.419 14.4% 7.1 0.694

43.1% 12.9 60.5 0.341 75.9% 11.8 0.297 13.7% 6.7 0.716

45.2% 13.6 63.4 0.839 79.6% 10.0 0.945 18.7% 9.2 0.964

45.2% 13.5 63.3 0.489 76.9% 11.3 0.803 16.9% 8.3 0.007

50.4% 15.1 70.1 0.046 72.6% 13.4 0.705 16.1% 7.9 0.401

31.2% 9.4 44.4 0.657 78.1% 10.7 0.139 12.6% 6.2 0.388

40.2% 12.1 56.7 0.211 74.9% 12.3 0.254 13.5% 6.6 0.894

40.8% 12.3 57.5 0.133 74.1% 12.7 0.132 12.5% 6.1 0.572



51.7% 15.5 71.9 0.971 81.9% 8.9 0.193 13.0% 6.4 0.602

47.5% 14.2 66.3 0.197 74.8% 12.3 0.078 12.0% 5.9 0.722

43.4% 13.0 61.0 0.110 73.8% 12.8 0.349 14.0% 6.9 0.254

42.3% 12.7 59.5 0.317 75.8% 11.9 0.473 14.7% 7.2 0.848

33.4% 10.0 47.5 0.405 76.4% 11.6 0.519 15.0% 7.3 0.113

44.2% 13.3 62.1 0.235 75.1% 12.2 0.677 15.9% 7.8 0.648

52.1% 15.6 72.4 0.118 73.9% 12.8 0.518 15.0% 7.3 0.656

53.0% 15.9 73.5 0.192 74.7% 12.4 0.266 13.5% 6.6 0.342

53.9% 16.2 74.7 0.318 75.8% 11.9 0.519 15.0% 7.3 0.120



Contract

Gamma Gamma

0.0 Base opex R cr. 0.0 R cr. 750.0 R cr.

R cr. 1,005.6

0.00 R cr. 0 % of base 134.1% R cr.

0.0 R cr. 0 R cr. 207.4 R cr.

#DIV/0! % of base 0 % of base 27.7% % of base

15% Alpha - Mean 207.4 Alpha

10% Beta - Std Dev 45.4 Beta

21.9%

Revenues Random Revenues Combined Risk Adj Random

% of base R cr. % of base R cr. R cr.

31.1% 0.00 0.827 - - 258.5 0.463

19.8% 0.00 0.533 - - 161.8 0.226

12.2% 0.00 0.468 - - 230.3 0.640

13.8% 0.00 0.701 - - 326.0 0.630

17.0% 0.00 0.575 - - 134.5 0.276

22.3% 0.00 0.053 - - 138.8 0.101

4.2% 0.00 0.312 - - 211.4 0.223

19.3% 0.00 0.886 - - 223.8 0.422

25.8% 0.00 0.048 - - 149.9 0.824

5.8% 0.00 0.738 - - 169.8 0.655

12.6% 0.00 0.872 - - 178.1 0.040

16.8% 0.00 0.200 - - 237.0 1.000

15.1% 0.00 0.377 - - 214.5 0.425

32.0% 0.00 0.154 - - 156.0 0.322

13.0% 0.00 0.891 - - 224.4 0.355

37.7% 0.00 0.933 - - 234.8 0.033

20.3% 0.00 0.053 - - 241.8 0.864

2.0% 0.00 0.954 - - 218.0 0.993

28.6% 0.00 0.242 - - 244.7 0.312

24.1% 0.00 0.619 - - 152.8 0.716

15.8% 0.00 0.496 - - 217.5 0.565

10.6% 0.00 0.183 - - 227.5 0.761

23.1% 0.00 0.706 - - 263.8 0.100

Risk adjustment (transferred

under a PPP)PP



4.7% 0.00 0.051 - - 218.3 0.844

15.3% 0.00 0.667 - - 226.0 0.373

17.9% 0.00 0.194 - - 203.0 0.404

11.8% 0.00 0.237 - - 287.2 0.920

19.7% 0.00 0.003 - - 181.4 0.166

13.1% 0.00 0.874 - - 132.3 0.153

19.0% 0.00 0.584 - - 199.7 0.199

23.5% 0.00 0.885 - - 195.7 0.543

2.8% 0.00 0.737 - - 240.3 0.303

13.9% 0.00 0.969 - - 136.7 0.843

25.7% 0.00 0.662 - - 186.0 0.497

28.9% 0.00 0.250 - - 245.9 0.755

20.9% 0.00 0.047 - - 196.7 0.128

19.4% 0.00 0.788 - - 171.6 0.385

2.7% 0.00 0.307 - - 193.6 0.775

10.6% 0.00 0.189 - - 232.9 0.154

21.2% 0.00 0.353 - - 155.2 0.105

12.6% 0.00 0.301 - - 215.2 0.030

4.3% 0.00 0.117 - - 198.2 0.469

12.7% 0.00 0.598 - - 184.1 0.770

7.6% 0.00 0.565 - - 263.6 0.261

33.3% 0.00 0.898 - - 257.4 0.304

10.6% 0.00 0.764 - - 266.2 0.246

26.2% 0.00 0.564 - - 198.1 0.988

9.6% 0.00 0.725 - - 165.1 0.270

20.8% 0.00 0.151 - - 235.4 0.699

10.1% 0.00 0.755 - - 247.5 0.239

11.7% 0.00 0.213 - - 229.8 0.980

20.9% 0.00 0.904 - - 235.0 0.886

12.4% 0.00 0.114 - - 105.6 0.958

18.4% 0.00 0.859 - - 209.6 0.685

23.1% 0.00 0.586 - - 225.9 0.451

10.3% 0.00 0.952 - - 274.6 0.783

10.2% 0.00 0.057 - - 198.8 0.531

21.1% 0.00 0.626 - - 221.8 0.472

14.2% 0.00 0.606 - - 144.0 0.104

22.4% 0.00 0.932 - - 191.6 0.435

14.4% 0.00 0.513 - - 152.9 0.974

21.5% 0.00 0.959 - - 218.1 0.780

11.8% 0.00 0.816 - - 275.2 0.250

-0.1% 0.00 0.484 - - 171.6 0.834

18.0% 0.00 0.288 - - 141.3 0.761

25.6% 0.00 0.667 - - 232.4 0.120

16.5% 0.00 0.673 - - 235.9 0.689



10.5% 0.00 0.902 - - 179.1 0.686

20.7% 0.00 0.409 - - 155.1 0.655

31.6% 0.00 0.524 - - 129.7 0.267

13.5% 0.00 0.151 - - 208.7 0.787

44.0% 0.00 0.488 - - 244.5 0.107

16.1% 0.00 0.906 - - 261.9 0.848

8.5% 0.00 0.859 - - 165.0 0.705

-4.2% 0.00 0.613 - - 204.2 0.792

1.2% 0.00 0.558 - - 156.5 0.106

27.0% 0.00 0.411 - - 194.6 0.646

19.7% 0.00 0.342 - - 206.7 0.090

17.9% 0.00 0.302 - - 164.9 0.295

22.1% 0.00 0.270 - - 220.0 0.355

-2.4% 0.00 0.120 - - 145.9 0.106

13.8% 0.00 0.548 - - 228.7 0.233

14.7% 0.00 0.434 - - 160.9 0.021

20.3% 0.00 0.963 - - 165.9 0.475

12.3% 0.00 0.709 - - 213.8 0.283

16.7% 0.00 0.917 - - 225.7 0.183

16.8% 0.00 0.784 - - 221.9 0.813

37.0% 0.00 0.116 - - 219.1 0.773

9.3% 0.00 0.449 - - 249.0 0.118

31.1% 0.00 0.606 - - 168.7 0.181

-3.7% 0.00 0.002 - - 232.0 0.857

14.5% 0.00 0.160 - - 255.9 0.467

10.6% 0.00 0.048 - - 202.8 0.389

27.0% 0.00 0.555 - - 239.8 0.264

-1.3% 0.00 0.102 - - 211.0 0.814

20.3% 0.00 0.187 - - 302.5 0.660

19.4% 0.00 0.487 - - 153.3 0.530

8.8% 0.00 0.397 - - 173.0 0.513

-5.2% 0.00 0.306 - - 144.9 0.087

23.9% 0.00 0.628 - - 287.2 0.316

10.8% 0.00 0.215 - - 220.5 0.699

27.4% 0.00 0.270 - - 186.2 0.104

1.5% 0.00 0.347 - - 210.9 0.208

24.5% 0.00 0.187 - - 128.3 0.422

4.7% 0.00 0.661 - - 185.0 0.217

2.5% 0.00 0.807 - - 122.4 0.759

27.1% 0.00 0.032 - - 159.2 0.524

5.0% 0.00 0.694 - - 156.1 0.332

19.5% 0.00 0.942 - - 152.4 0.857

36.2% 0.00 0.997 - - 218.7 0.026

24.6% 0.00 0.979 - - 255.8 0.421



5.6% 0.00 0.907 - - 162.1 0.276

11.6% 0.00 0.151 - - 165.7 0.417

6.1% 0.00 0.017 - - 167.5 0.386

42.3% 0.00 0.863 - - 229.6 0.183

22.5% 0.00 0.472 - - 209.5 0.328

13.9% 0.00 0.127 - - 296.2 0.276

16.3% 0.00 0.741 - - 157.5 0.503

-4.0% 0.00 0.873 - - 241.4 0.198

17.0% 0.00 0.604 - - 213.0 0.971

1.3% 0.00 0.659 - - 282.3 0.648

22.3% 0.00 0.665 - - 273.7 0.212

13.1% 0.00 0.529 - - 175.4 0.988

7.1% 0.00 0.590 - - 310.0 0.473

11.4% 0.00 0.426 - - 186.5 0.079

14.7% 0.00 0.657 - - 181.2 0.181

30.1% 0.00 0.661 - - 132.9 0.516

17.1% 0.00 0.571 - - 162.5 0.294

22.9% 0.00 0.768 - - 173.5 0.782

24.1% 0.00 0.774 - - 286.1 0.413

21.9% 0.00 0.977 - - 265.9 0.546

7.4% 0.00 0.574 - - 159.8 0.301

8.8% 0.00 0.469 - - 156.2 0.334

23.3% 0.00 0.568 - - 177.8 0.703

-2.1% 0.00 0.592 - - 176.2 0.138

10.2% 0.00 0.410 - - 221.5 0.588

-6.8% 0.00 0.086 - - 251.8 0.658

14.7% 0.00 0.295 - - 224.3 0.114

20.4% 0.00 0.235 - - 187.3 0.332

17.9% 0.00 0.533 - - 236.8 0.986

24.9% 0.00 0.017 - - 198.0 0.513

11.0% 0.00 0.934 - - 145.2 0.493

29.5% 0.00 0.123 - - 299.0 0.992

19.9% 0.00 0.403 - - 240.1 0.421

21.9% 0.00 0.279 - - 252.6 0.103

13.6% 0.00 0.672 - - 240.5 0.708

13.1% 0.00 0.645 - - 262.5 0.345

21.4% 0.00 0.991 - - 179.1 0.910

7.3% 0.00 0.198 - - 183.9 0.503

6.0% 0.00 0.455 - - 154.4 0.451

16.0% 0.00 0.797 - - 199.0 0.685

10.1% 0.00 0.403 - - 207.5 0.553

17.8% 0.00 0.243 - - 223.2 0.690

18.2% 0.00 0.447 - - 251.7 0.918

34.0% 0.00 0.758 - - 191.1 0.673



9.6% 0.00 0.848 - - 194.4 0.031

15.7% 0.00 0.341 - - 243.2 0.597

25.4% 0.00 0.423 - - 165.7 0.526

-9.1% 0.00 0.531 - - 266.3 0.255

18.9% 0.00 0.072 - - 181.5 0.703

17.6% 0.00 0.311 - - 229.1 0.040

21.7% 0.00 0.461 - - 264.8 0.619

15.9% 0.00 0.072 - - 135.7 0.719

9.0% 0.00 0.557 - - 165.8 0.110

9.2% 0.00 0.165 - - 205.3 0.320

14.7% 0.00 0.800 - - 263.0 0.749

15.9% 0.00 0.817 - - 166.9 0.790

23.5% 0.00 0.867 - - 234.9 0.662

30.5% 0.00 0.547 - - 269.2 0.672

22.2% 0.00 0.337 - - 203.8 0.970

1.4% 0.00 0.842 - - 153.4 0.778

-13.7% 0.00 0.969 - - 176.7 0.340

6.3% 0.00 0.159 - - 244.6 0.928

15.1% 0.00 0.876 - - 159.8 0.018

12.5% 0.00 0.950 - - 261.5 0.353

15.8% 0.00 0.749 - - 187.9 0.823

29.2% 0.00 0.822 - - 219.5 0.774

7.2% 0.00 0.207 - - 182.2 0.057

20.0% 0.00 0.111 - - 261.9 0.005

25.1% 0.00 0.205 - - 357.8 0.394

6.2% 0.00 0.736 - - 150.4 0.495

16.9% 0.00 0.138 - - 303.8 0.727

29.9% 0.00 0.113 - - 197.4 0.910

13.9% 0.00 0.046 - - 243.1 0.829

19.0% 0.00 0.863 - - 225.3 0.637

19.3% 0.00 0.557 - - 208.0 0.621

9.9% 0.00 0.908 - - 258.4 0.668

5.4% 0.00 0.958 - - 180.9 0.668

10.9% 0.00 0.768 - - 256.1 0.151

22.9% 0.00 0.176 - - 256.9 0.693

12.7% 0.00 0.113 - - 246.7 0.753

29.5% 0.00 0.671 - - 257.1 0.963

8.1% 0.00 0.641 - - 198.7 0.914

15.9% 0.00 0.689 - - 279.6 0.028

3.2% 0.00 0.605 - - 241.9 0.921

8.5% 0.00 0.620 - - 171.3 0.320

4.1% 0.00 0.674 - - 198.1 0.245

2.8% 0.00 0.447 - - 190.1 0.543

29.7% 0.00 0.329 - - 334.2 0.484



15.0% 0.00 0.124 - - 182.8 0.242

17.4% 0.00 0.053 - - 219.3 0.235

18.7% 0.00 0.818 - - 161.1 0.313

6.8% 0.00 0.138 - - 223.7 0.465

1.6% 0.00 0.415 - - 257.5 0.174

1.1% 0.00 0.332 - - 219.2 0.575

24.2% 0.00 0.073 - - 290.2 0.849

-1.5% 0.00 0.824 - - 189.9 0.704

13.8% 0.00 0.121 - - 185.6 0.253

12.4% 0.00 0.337 - - 243.9 0.861

24.9% 0.00 0.945 - - 229.2 0.243

7.9% 0.00 0.821 - - 189.4 0.367

20.9% 0.00 0.207 - - 138.9 0.252

9.5% 0.00 0.828 - - 209.2 0.714

24.0% 0.00 0.158 - - 219.9 0.653

5.9% 0.00 0.389 - - 192.0 0.725

21.1% 0.00 0.092 - - 127.3 0.453

12.5% 0.00 0.068 - - 203.2 0.293

27.4% 0.00 0.865 - - 252.3 0.223

5.9% 0.00 0.874 - - 266.8 0.007

14.6% 0.00 0.772 - - 191.6 0.996

11.4% 0.00 0.857 - - 168.1 0.212

17.0% 0.00 0.322 - - 167.8 0.965

16.0% 0.00 0.619 - - 288.9 0.399

17.7% 0.00 0.638 - - 243.7 0.014

6.7% 0.00 0.313 - - 175.7 0.765

24.0% 0.00 0.884 - - 205.5 0.107

24.5% 0.00 0.937 - - 192.2 0.777

9.1% 0.00 0.519 - - 240.2 0.542

11.9% 0.00 0.209 - - 221.6 0.194

15.4% 0.00 0.628 - - 151.1 0.196

32.9% 0.00 0.903 - - 189.3 0.372

1.3% 0.00 0.960 - - 320.4 0.022

17.3% 0.00 0.798 - - 279.4 0.161

4.7% 0.00 0.344 - - 194.5 0.298

15.8% 0.00 0.707 - - 216.0 0.423

5.2% 0.00 0.646 - - 165.1 0.496

33.5% 0.00 0.283 - - 194.6 0.967

8.0% 0.00 0.118 - - 232.2 0.202

-0.8% 0.00 0.786 - - 205.9 0.952

22.8% 0.00 0.137 - - 169.5 0.190

33.8% 0.00 0.153 - - 238.0 0.039

27.0% 0.00 0.579 - - 219.9 0.654

-9.5% 0.00 0.285 - - 296.2 0.255



28.4% 0.00 0.495 - - 145.0 0.781

16.6% 0.00 0.762 - - 195.6 0.728

3.0% 0.00 0.122 - - 207.1 0.789

15.9% 0.00 0.723 - - 204.5 0.539

7.1% 0.00 0.597 - - 196.3 0.787

-4.0% 0.00 0.759 - - 269.6 0.908

20.4% 0.00 0.335 - - 158.8 0.247

15.9% 0.00 0.266 - - 239.2 0.065

14.5% 0.00 0.622 - - 189.2 0.035

20.7% 0.00 0.501 - - 236.0 0.422

16.5% 0.00 0.474 - - 187.0 0.790

28.2% 0.00 0.151 - - 264.1 0.976

21.2% 0.00 0.014 - - 199.2 0.635

26.4% 0.00 0.557 - - 223.5 0.839

30.1% 0.00 0.304 - - 241.6 0.904

9.3% 0.00 0.916 - - 205.7 0.258

22.0% 0.00 0.615 - - 164.5 0.447

13.7% 0.00 0.816 - - 300.9 0.696

14.2% 0.00 0.044 - - 168.9 0.840

13.4% 0.00 0.756 - - 260.9 0.314

16.9% 0.00 0.193 - - 165.5 0.483

26.0% 0.00 0.662 - - 187.4 0.100

-4.3% 0.00 0.065 - - 300.9 0.717

33.7% 0.00 0.176 - - 204.6 0.730

24.2% 0.00 0.742 - - 173.8 0.924

35.6% 0.00 0.014 - - 166.3 0.461

12.4% 0.00 0.013 - - 249.3 0.035

23.1% 0.00 0.518 - - 172.4 0.077

5.5% 0.00 0.893 - - 153.7 0.564

22.2% 0.00 0.694 - - 242.9 0.201

23.0% 0.00 0.970 - - 101.0 0.245

10.4% 0.00 0.480 - - 207.9 0.841

10.9% 0.00 0.332 - - 243.2 0.330

-5.1% 0.00 0.642 - - 193.0 0.171

13.4% 0.00 0.815 - - 203.7 0.245

19.0% 0.00 0.679 - - 198.0 0.470

17.3% 0.00 0.448 - - 212.0 0.401

6.6% 0.00 0.898 - - 145.1 0.204

5.6% 0.00 0.649 - - 176.8 0.845

-5.7% 0.00 0.572 - - 138.6 0.400

15.0% 0.00 0.698 - - 285.1 0.489

20.0% 0.00 0.799 - - 260.3 0.962

9.1% 0.00 0.635 - - 291.6 0.851

5.2% 0.00 0.338 - - 208.9 0.095



14.5% 0.00 0.463 - - 166.1 0.976

-0.7% 0.00 0.592 - - 187.1 0.325

9.3% 0.00 0.697 - - 191.4 0.783

5.6% 0.00 0.225 - - 334.9 0.259

2.7% 0.00 0.451 - - 250.1 0.348

11.2% 0.00 0.003 - - 228.7 0.470

19.9% 0.00 0.378 - - 180.4 0.836

0.7% 0.00 0.218 - - 167.1 0.637

-0.8% 0.00 0.210 - - 156.7 0.239

7.4% 0.00 0.241 - - 219.3 0.616

22.6% 0.00 0.627 - - 266.1 0.202

17.6% 0.00 0.025 - - 162.7 0.401

21.7% 0.00 0.974 - - 189.4 0.932

32.7% 0.00 0.387 - - 165.2 0.940

-0.7% 0.00 0.336 - - 252.8 0.437

17.6% 0.00 0.536 - - 240.9 0.822

24.5% 0.00 0.113 - - 124.2 0.189

27.7% 0.00 0.508 - - 176.2 0.835

9.8% 0.00 0.810 - - 132.2 0.133

2.3% 0.00 0.506 - - 195.8 0.469

9.5% 0.00 0.128 - - 173.1 0.161

6.3% 0.00 0.199 - - 181.6 0.597

16.3% 0.00 0.068 - - 208.5 0.008

17.9% 0.00 0.157 - - 173.1 0.269

17.9% 0.00 0.557 - - 213.0 0.338

-2.9% 0.00 0.160 - - 208.2 0.567

13.0% 0.00 0.823 - - 254.3 0.207

19.4% 0.00 0.347 - - 267.1 0.810

18.6% 0.00 0.188 - - 176.9 0.283

6.9% 0.00 0.892 - - 199.0 0.595

19.1% 0.00 0.897 - - 184.2 0.487

17.6% 0.00 0.610 - - 188.6 0.273

-7.0% 0.00 0.984 - - 206.8 0.090

20.9% 0.00 0.268 - - 253.3 0.542

3.4% 0.00 0.072 - - 300.4 0.312

16.7% 0.00 0.574 - - 204.0 0.308

25.5% 0.00 0.954 - - 209.2 0.283

4.6% 0.00 0.292 - - 302.9 0.957

22.5% 0.00 0.105 - - 303.0 0.156

19.8% 0.00 0.500 - - 244.2 0.460

10.3% 0.00 0.045 - - 197.4 0.771

15.7% 0.00 0.359 - - 220.6 0.766

16.0% 0.00 0.619 - - 223.1 0.528

19.7% 0.00 0.360 - - 165.7 0.705



28.8% 0.00 0.775 - - 244.7 0.354

5.3% 0.00 0.953 - - 162.3 0.365

15.0% 0.00 0.634 - - 205.7 0.015

22.0% 0.00 0.433 - - 159.2 0.281

19.6% 0.00 0.261 - - 177.5 0.197

6.9% 0.00 0.949 - - 183.0 0.622

3.5% 0.00 0.427 - - 246.4 0.917

13.5% 0.00 0.344 - - 253.7 0.376

5.3% 0.00 0.486 - - 126.8 0.321

30.4% 0.00 0.065 - - 260.2 0.665

31.2% 0.00 0.930 - - 165.2 0.044

37.1% 0.00 0.132 - - 228.0 0.196

21.2% 0.00 0.220 - - 169.6 0.410

18.5% 0.00 0.216 - - 228.0 0.202

29.3% 0.00 0.288 - - 154.8 0.731

13.2% 0.00 0.543 - - 238.2 0.094

8.0% 0.00 0.951 - - 147.2 0.921

5.0% 0.00 0.469 - - 170.3 0.709

-3.6% 0.00 0.229 - - 219.4 0.708

17.6% 0.00 0.314 - - 260.0 0.432

23.1% 0.00 0.733 - - 159.0 0.242

13.7% 0.00 0.499 - - 199.8 0.300

-2.7% 0.00 0.222 - - 213.1 0.668

24.9% 0.00 0.338 - - 259.3 0.870

9.1% 0.00 0.418 - - 150.9 0.666

18.9% 0.00 0.828 - - 193.2 0.956

10.2% 0.00 0.300 - - 177.4 0.341

18.3% 0.00 0.466 - - 240.6 0.629

15.3% 0.00 0.059 - - 207.4 0.283

11.8% 0.00 0.541 - - 169.5 0.379

8.0% 0.00 0.271 - - 224.5 0.282

6.4% 0.00 0.864 - - 185.9 0.165

15.8% 0.00 0.545 - - 258.5 0.225

19.3% 0.00 0.287 - - 285.7 0.694

19.3% 0.00 0.148 - - 228.6 0.858

31.9% 0.00 0.445 - - 158.6 0.801

13.0% 0.00 0.046 - - 171.5 0.437

5.5% 0.00 0.331 - - 210.4 0.130

14.5% 0.00 0.317 - - 262.6 0.855

12.3% 0.00 0.604 - - 216.1 0.003

26.5% 0.00 0.580 - - 245.3 0.683

12.1% 0.00 0.590 - - 190.5 0.769

24.8% 0.00 0.292 - - 322.2 0.230

31.1% 0.00 0.125 - - 219.9 0.984



20.9% 0.00 0.362 - - 168.7 0.200

15.3% 0.00 0.487 - - 178.8 0.344

8.9% 0.00 0.500 - - 167.4 0.796

22.0% 0.00 0.239 - - 166.6 0.712

3.7% 0.00 0.337 - - 197.4 0.745

21.0% 0.00 0.461 - - 280.7 0.937

22.7% 0.00 0.316 - - 131.8 0.109

19.9% 0.00 0.825 - - 175.3 0.744

21.5% 0.00 0.293 - - 121.3 0.758

29.2% 0.00 0.800 - - 129.5 0.896

7.4% 0.00 0.357 - - 234.0 0.077

41.2% 0.00 0.786 - - 250.5 0.719

21.1% 0.00 0.203 - - 232.0 0.217

21.1% 0.00 0.979 - - 171.1 0.177

30.0% 0.00 0.792 - - 305.3 0.894

8.6% 0.00 0.279 - - 163.8 0.737

3.5% 0.00 0.775 - - 257.8 0.273

11.8% 0.00 0.476 - - 255.6 0.035

14.5% 0.00 0.319 - - 315.3 0.185

3.0% 0.00 0.601 - - 225.1 0.496

19.0% 0.00 0.675 - - 281.2 0.880

14.4% 0.00 0.933 - - 235.2 0.727

12.8% 0.00 0.824 - - 165.0 0.289

35.2% 0.00 0.462 - - 252.6 0.262

7.7% 0.00 0.209 - - 216.9 0.989

17.2% 0.00 0.157 - - 237.3 0.959

37.1% 0.00 0.763 - - 220.4 0.471

18.3% 0.00 0.844 - - 168.9 0.001

-2.0% 0.00 0.081 - - 181.1 0.776

15.3% 0.00 0.537 - - 159.6 0.692

14.3% 0.00 0.426 - - 164.1 0.094

0.6% 0.00 0.859 - - 352.7 0.801

-4.8% 0.00 0.540 - - 167.9 0.227

26.2% 0.00 0.933 - - 236.9 0.397

8.3% 0.00 0.257 - - 267.2 0.847

28.2% 0.00 0.241 - - 154.1 0.528

18.0% 0.00 0.340 - - 209.9 0.856

11.9% 0.00 0.022 - - 135.2 0.921

31.2% 0.00 0.148 - - 183.9 0.751

12.5% 0.00 0.234 - - 205.6 0.582

23.8% 0.00 0.318 - - 180.6 0.097

13.4% 0.00 0.990 - - 191.8 0.792

9.8% 0.00 0.053 - - 181.0 0.645

13.4% 0.00 0.287 - - 191.6 0.716



19.0% 0.00 0.354 - - 200.4 0.205

36.2% 0.00 0.186 - - 152.7 0.109

10.8% 0.00 0.469 - - 167.0 0.821

14.5% 0.00 0.324 - - 241.6 0.341

16.6% 0.00 0.666 - - 161.8 0.836

2.5% 0.00 0.921 - - 238.8 0.044

17.5% 0.00 0.864 - - 254.1 0.994

20.9% 0.00 0.944 - - 176.5 0.359

15.2% 0.00 0.264 - - 215.8 0.855

9.5% 0.00 0.606 - - 219.7 0.925

9.2% 0.00 0.525 - - 175.1 0.864

10.1% 0.00 0.032 - - 223.5 0.540

11.0% 0.00 0.881 - - 207.8 0.935

12.7% 0.00 0.223 - - 190.6 0.664

17.5% 0.00 0.787 - - 263.1 0.459

16.9% 0.00 0.169 - - 142.9 0.668

19.2% 0.00 0.060 - - 175.4 0.086

11.6% 0.00 0.979 - - 210.5 0.308

20.9% 0.00 0.750 - - 141.3 0.656

22.3% 0.00 0.434 - - 258.1 0.248

7.4% 0.00 0.996 - - 154.2 0.374

4.8% 0.00 0.955 - - 311.4 0.910

13.8% 0.00 0.631 - - 226.0 0.516

12.2% 0.00 0.294 - - 211.7 0.115

11.0% 0.00 0.246 - - 229.1 0.311

16.2% 0.00 0.057 - - 196.6 0.599

-0.7% 0.00 0.614 - - 198.2 0.923

23.4% 0.00 0.661 - - 268.5 0.401

28.9% 0.00 0.397 - - 235.2 0.997

27.1% 0.00 0.821 - - 165.7 0.407

7.3% 0.00 0.435 - - 201.4 0.452

17.3% 0.00 0.789 - - 161.7 0.543

1.5% 0.00 0.160 - - 155.8 0.211

11.5% 0.00 0.450 - - 168.3 0.490

8.4% 0.00 0.306 - - 216.2 0.240

10.2% 0.00 0.751 - - 211.7 0.638

23.5% 0.00 0.704 - - 218.6 0.726

13.4% 0.00 0.448 - - 277.2 0.499

13.7% 0.00 0.239 - - 163.6 0.954

18.2% 0.00 0.668 - - 124.7 0.556

-6.3% 0.00 0.775 - - 142.3 0.860

23.2% 0.00 0.375 - - 178.3 0.579

13.9% 0.00 0.185 - - 138.3 0.238

29.3% 0.00 0.928 - - 175.7 0.028



21.7% 0.00 0.257 - - 154.1 0.666

22.9% 0.00 0.385 - - 151.2 0.005

24.3% 0.00 0.928 - - 200.7 0.294

16.5% 0.00 0.708 - - 214.8 0.387

26.3% 0.00 0.876 - - 180.6 0.769

9.5% 0.00 0.650 - - 211.1 0.677

-1.0% 0.00 0.284 - - 180.2 0.423

12.2% 0.00 0.213 - - 224.7 0.559

26.7% 0.00 0.653 - - 284.8 0.835

17.9% 0.00 0.668 - - 158.1 0.454

-0.6% 0.00 0.007 - - 183.6 0.703

37.2% 0.00 0.942 - - 164.3 0.278

12.7% 0.00 0.601 - - 211.6 0.706

32.9% 0.00 0.416 - - 165.3 0.813

14.6% 0.00 0.752 - - 183.7 0.173

30.9% 0.00 0.205 - - 129.7 0.340

23.0% 0.00 0.191 - - 161.7 0.403

17.5% 0.00 0.813 - - 189.5 0.306

18.4% 0.00 0.772 - - 177.9 0.814

2.7% 0.00 0.114 - - 170.9 0.563

8.7% 0.00 0.948 - - 206.9 0.396

21.2% 0.00 0.975 - - 210.9 0.200

13.9% 0.00 0.503 - - 269.3 0.796

30.8% 0.00 0.328 - - 284.6 0.617

25.0% 0.00 0.530 - - 250.0 0.344

-1.1% 0.00 0.613 - - 179.1 0.658

19.5% 0.00 0.749 - - 220.7 0.415

14.6% 0.00 0.125 - - 210.0 0.356

33.9% 0.00 0.381 - - 158.6 0.630

3.3% 0.00 0.452 - - 198.3 0.526

3.4% 0.00 0.627 - - 229.4 0.916

24.5% 0.00 0.553 - - 228.9 0.311

4.4% 0.00 0.467 - - 175.0 0.608

22.5% 0.00 0.195 - - 139.9 0.359

7.5% 0.00 0.267 - - 314.9 0.039

7.8% 0.00 0.669 - - 230.9 0.799

25.3% 0.00 0.916 - - 195.5 0.049

16.3% 0.00 0.925 - - 153.2 0.862

21.7% 0.00 0.257 - - 303.0 0.499

-5.7% 0.00 0.149 - - 209.3 0.946

37.3% 0.00 0.939 - - 197.4 0.272

20.4% 0.00 0.895 - - 292.4 0.306

15.0% 0.00 0.304 - - 153.3 0.118

26.0% 0.00 0.795 - - 279.0 0.276



27.1% 0.00 0.859 - - 227.3 0.001

15.0% 0.00 0.297 - - 213.5 0.667

10.7% 0.00 0.054 - - 208.7 0.436

15.3% 0.00 0.197 - - 254.1 0.611

27.2% 0.00 0.582 - - 222.6 0.869

22.5% 0.00 0.791 - - 263.4 0.047

35.2% 0.00 0.769 - - 207.7 0.874

16.3% 0.00 0.605 - - 283.9 0.038

23.9% 0.00 0.432 - - 265.3 0.438

5.3% 0.00 0.915 - - 156.6 0.667

16.0% 0.00 0.890 - - 151.1 0.922

-4.7% 0.00 0.627 - - 251.1 0.480

9.8% 0.00 0.240 - - 198.7 0.132

10.7% 0.00 0.103 - - 180.8 0.764

14.9% 0.00 0.231 - - 190.2 0.468

2.3% 0.00 0.315 - - 164.0 0.641

3.8% 0.00 0.154 - - 217.9 0.512

17.5% 0.00 0.038 - - 212.1 0.060

15.6% 0.00 0.354 - - 188.1 0.214

14.3% 0.00 0.756 - - 208.4 0.936

21.3% 0.00 0.944 - - 129.5 0.978

4.4% 0.00 0.733 - - 194.2 0.762

18.4% 0.00 0.149 - - 134.7 0.956

5.3% 0.00 0.220 - - 270.0 0.205

14.3% 0.00 0.094 - - 183.7 0.245

22.2% 0.00 0.715 - - 164.3 0.926

0.5% 0.00 0.152 - - 200.3 0.436

17.5% 0.00 0.923 - - 223.1 0.896

10.1% 0.00 0.565 - - 239.1 0.580

24.9% 0.00 0.392 - - 286.5 0.576

21.8% 0.00 0.757 - - 208.0 0.449

1.0% 0.00 0.915 - - 231.1 0.153

20.0% 0.00 0.996 - - 267.0 0.615

6.9% 0.00 0.461 - - 300.9 0.335

18.0% 0.00 0.823 - - 208.1 0.230

18.4% 0.00 0.652 - - 216.5 0.426

14.8% 0.00 0.442 - - 199.9 0.062

20.5% 0.00 0.656 - - 279.5 0.407

16.4% 0.00 0.193 - - 143.5 0.286

5.9% 0.00 0.201 - - 330.9 0.031

17.1% 0.00 0.732 - - 273.7 0.773

5.2% 0.00 0.115 - - 206.6 0.704

16.6% 0.00 0.678 - - 201.1 0.373

15.6% 0.00 0.944 - - 214.1 0.327



13.3% 0.00 0.897 - - 210.3 0.817

18.3% 0.00 0.280 - - 165.3 0.457

11.9% 0.00 0.151 - - 247.8 0.718

21.3% 0.00 0.377 - - 202.9 0.066

31.9% 0.00 0.745 - - 164.7 0.991

12.1% 0.00 0.481 - - 220.9 0.629

16.5% 0.00 0.915 - - 185.4 0.297

13.5% 0.00 0.980 - - 158.7 0.966

-1.2% 0.00 0.250 - - 221.4 0.134

3.1% 0.00 0.544 - - 151.4 0.555

19.8% 0.00 0.806 - - 165.5 0.285

16.1% 0.00 0.041 - - 193.9 0.722

24.3% 0.00 0.009 - - 148.5 0.506

36.4% 0.00 0.947 - - 223.6 0.124

13.3% 0.00 0.495 - - 198.5 0.335

32.7% 0.00 0.096 - - 147.5 0.375

5.5% 0.00 0.750 - - 213.5 0.023

19.2% 0.00 0.875 - - 194.2 0.671

13.8% 0.00 0.513 - - 176.9 0.625

20.4% 0.00 0.920 - - 206.8 0.505

9.9% 0.00 0.238 - - 375.2 0.144

18.9% 0.00 0.963 - - 142.7 0.917

16.3% 0.00 0.317 - - 186.3 0.109

2.4% 0.00 0.596 - - 242.1 0.822

23.8% 0.00 0.023 - - 227.5 0.901

26.4% 0.00 0.116 - - 212.5 0.667

21.1% 0.00 0.486 - - 259.1 0.961

17.3% 0.00 0.406 - - 179.5 0.642

28.3% 0.00 0.762 - - 157.6 0.915

15.2% 0.00 0.317 - - 157.6 0.608

8.1% 0.00 0.128 - - 242.8 0.067

4.7% 0.00 0.955 - - 320.7 0.455

31.6% 0.00 0.712 - - 208.8 0.173

15.7% 0.00 0.187 - - 129.0 0.273

18.8% 0.00 0.258 - - 127.0 0.624

26.8% 0.00 0.145 - - 247.4 0.927

18.6% 0.00 0.718 - - 177.8 0.190

28.6% 0.00 0.715 - - 245.2 0.415

30.8% 0.00 0.965 - - 194.3 0.777

23.5% 0.00 0.239 - - 224.0 0.180

10.1% 0.00 0.516 - - 196.9 0.027

23.0% 0.00 0.834 - - 194.4 0.016

4.5% 0.00 0.960 - - 198.8 0.234

-2.3% 0.00 0.009 - - 215.7 0.976



10.3% 0.00 0.971 - - 253.0 0.371

18.5% 0.00 0.635 - - 251.3 0.206

15.2% 0.00 0.427 - - 196.0 0.487

11.1% 0.00 0.686 - - 310.3 0.016

28.2% 0.00 0.728 - - 285.7 0.592

2.1% 0.00 0.341 - - 192.8 0.171

23.4% 0.00 0.988 - - 192.2 0.269

11.7% 0.00 0.143 - - 204.4 0.737

2.2% 0.00 0.752 - - 184.4 0.131

11.5% 0.00 0.730 - - 245.3 0.806

15.4% 0.00 0.952 - - 226.7 0.466

25.6% 0.00 0.485 - - 155.5 0.586

26.9% 0.00 0.254 - - 178.1 0.264

10.5% 0.00 0.393 - - 219.2 0.462

1.1% 0.00 0.294 - - 120.8 0.111

23.0% 0.00 0.195 - - 271.5 0.850

12.9% 0.00 0.289 - - 225.6 0.707

22.2% 0.00 0.685 - - 203.5 0.466

26.5% 0.00 0.479 - - 193.8 0.727

20.4% 0.00 0.128 - - 149.1 0.109

13.3% 0.00 0.016 - - 215.0 0.563

13.6% 0.00 0.012 - - 153.3 0.036

11.7% 0.00 0.337 - - 194.2 0.283

5.4% 0.00 0.611 - - 212.8 0.072

23.5% 0.00 0.369 - - 202.8 0.299

17.4% 0.00 0.445 - - 199.5 0.704

8.4% 0.00 0.526 - - 190.3 0.071

31.2% 0.00 0.238 - - 119.5 0.565

-1.3% 0.00 0.084 - - 224.1 0.454

32.3% 0.00 0.256 - - 212.5 0.416

1.5% 0.00 0.463 - - 282.3 0.271

16.4% 0.00 0.418 - - 189.1 0.621

7.2% 0.00 0.616 - - 186.5 0.820

6.4% 0.00 0.494 - - 285.5 0.476

14.9% 0.00 0.453 - - 217.9 0.164

14.8% 0.00 0.814 - - 155.8 0.183

16.8% 0.00 0.826 - - 176.4 0.655

7.7% 0.00 0.674 - - 220.0 0.711

17.6% 0.00 0.404 - - 169.8 0.507

11.3% 0.00 0.651 - - 165.0 0.624

7.6% 0.00 0.679 - - 243.5 0.981

9.9% 0.00 0.242 - - 259.3 0.648

21.3% 0.00 0.821 - - 197.1 0.135

22.7% 0.00 0.948 - - 274.5 0.168



3.2% 0.00 0.930 - - 220.1 0.787

22.4% 0.00 0.392 - - 199.9 0.692

22.7% 0.00 0.464 - - 190.9 0.423

4.0% 0.00 0.831 - - 228.2 0.012

18.9% 0.00 0.605 - - 189.9 0.481

2.0% 0.00 0.381 - - 212.0 0.108

2.3% 0.00 0.201 - - 226.4 0.991

2.6% 0.00 0.494 - - 214.4 0.884

16.5% 0.00 0.922 - - 180.7 0.549

13.2% 0.00 0.726 - - 245.1 0.154

12.2% 0.00 0.057 - - 238.3 0.466

13.9% 0.00 1.000 - - 190.6 0.148

13.5% 0.00 0.490 - - 229.7 0.103

11.5% 0.00 0.128 - - 147.1 0.864

9.7% 0.00 0.414 - - 210.5 0.565

14.8% 0.00 0.029 - - 199.4 0.697

-3.6% 0.00 0.682 - - 239.8 0.687

28.2% 0.00 0.221 - - 250.0 0.798

34.4% 0.00 0.514 - - 201.9 0.757

14.0% 0.00 0.657 - - 247.0 0.363

7.5% 0.00 0.212 - - 177.9 0.002

8.9% 0.00 0.433 - - 182.1 0.313

17.5% 0.00 0.318 - - 181.1 0.028

-1.0% 0.00 0.469 - - 289.7 0.484

18.1% 0.00 0.005 - - 378.5 0.589

25.7% 0.00 0.608 - - 187.0 0.708

21.0% 0.00 0.872 - - 239.4 0.037

24.8% 0.00 0.663 - - 182.0 0.246

20.6% 0.00 0.138 - - 265.3 0.326

4.7% 0.00 0.991 - - 242.5 0.612

14.1% 0.00 0.921 - - 275.8 0.199

17.3% 0.00 0.002 - - 260.3 0.540

21.6% 0.00 0.885 - - 210.8 0.921

27.5% 0.00 0.030 - - 179.1 0.394

11.5% 0.00 0.890 - - 293.3 0.277

20.3% 0.00 0.367 - - 155.5 0.630

-0.9% 0.00 0.087 - - 227.3 0.748

16.4% 0.00 0.032 - - 176.0 0.300

18.2% 0.00 0.102 - - 235.4 0.886

16.0% 0.00 0.764 - - 174.8 0.240

17.8% 0.00 0.929 - - 140.2 0.201

20.4% 0.00 0.970 - - 212.4 0.404

19.4% 0.00 0.064 - - 352.9 0.092

6.3% 0.00 0.028 - - 224.0 0.153



24.1% 0.00 0.722 - - 197.1 0.998

6.0% 0.00 0.956 - - 188.6 0.313

28.6% 0.00 0.971 - - 295.5 0.009

22.4% 0.00 0.625 - - 157.9 0.337

17.1% 0.00 0.937 - - 254.6 0.487

20.1% 0.00 0.434 - - 154.0 0.244

18.6% 0.00 0.275 - - 194.3 0.811

1.7% 0.00 0.870 - - 185.7 0.033

9.7% 0.00 0.958 - - 227.3 0.219

18.8% 0.00 0.344 - - 259.1 0.656

30.9% 0.00 0.898 - - 166.6 0.593

11.7% 0.00 0.188 - - 170.1 0.238

3.1% 0.00 0.592 - - 200.6 0.496

9.1% 0.00 0.627 - - 198.7 0.027

10.6% 0.00 0.476 - - 147.2 0.164

23.0% 0.00 0.782 - - 219.4 0.044

7.7% 0.00 0.513 - - 184.6 0.044

7.4% 0.00 0.259 - - 216.9 0.176

24.6% 0.00 0.810 - - 171.2 0.213

31.0% 0.00 0.756 - - 155.0 0.979

19.7% 0.00 0.808 - - 200.7 0.448

16.4% 0.00 0.536 - - 217.2 0.205

19.5% 0.00 0.061 - - 297.6 0.547

25.8% 0.00 0.575 - - 171.5 0.393

30.7% 0.00 0.709 - - 140.6 0.413

5.7% 0.00 0.105 - - 157.2 0.634

26.2% 0.00 0.533 - - 157.3 0.204

29.8% 0.00 0.373 - - 235.7 0.088

24.4% 0.00 0.647 - - 244.5 0.197

35.5% 0.00 0.390 - - 164.4 0.213

-3.0% 0.00 0.475 - - 203.4 0.292

12.3% 0.00 0.427 - - 178.2 0.107

21.8% 0.00 0.473 - - 303.2 0.223

12.0% 0.00 0.123 - - 241.0 0.488

21.9% 0.00 0.132 - - 181.1 0.829

4.4% 0.00 0.728 - - 220.2 0.568

32.7% 0.00 0.810 - - 189.6 0.852

16.1% 0.00 0.556 - - 183.7 0.455

25.6% 0.00 0.106 - - 187.5 0.083

12.4% 0.00 0.707 - - 205.9 0.967

17.2% 0.00 0.237 - - 146.0 0.736

5.7% 0.00 0.912 - - 217.2 0.441

16.9% 0.00 0.044 - - 171.1 0.840

1.5% 0.00 0.073 - - 144.9 0.413



23.6% 0.00 0.385 - - 130.7 0.352

18.4% 0.00 0.959 - - 238.9 0.862

20.0% 0.00 0.421 - - 165.3 0.621

6.2% 0.00 0.582 - - 199.8 0.284

18.7% 0.00 0.541 - - 173.9 0.252

24.6% 0.00 0.603 - - 155.0 0.140

10.9% 0.00 0.484 - - 223.1 0.198

17.5% 0.00 0.033 - - 203.7 0.362

21.2% 0.00 0.424 - - 151.8 0.731

14.5% 0.00 0.075 - - 215.0 0.400

23.9% 0.00 0.002 - - 153.8 0.346

18.5% 0.00 0.116 - - 199.6 0.912

-5.8% 0.00 0.850 - - 219.9 0.820

9.2% 0.00 0.486 - - 149.6 0.989

14.0% 0.00 0.822 - - 172.5 0.118

13.5% 0.00 0.456 - - 226.2 0.627

16.0% 0.00 0.983 - - 192.5 0.412

14.9% 0.00 0.057 - - 194.2 0.267

13.6% 0.00 0.215 - - 171.1 0.916

22.4% 0.00 0.953 - - 250.9 0.968

6.3% 0.00 0.802 - - 252.8 0.501

27.7% 0.00 0.049 - - 152.2 0.669

13.8% 0.00 0.915 - - 150.6 0.594

24.7% 0.00 0.940 - - 192.2 0.032

6.8% 0.00 0.996 - - 197.3 0.418

8.3% 0.00 0.204 - - 127.4 0.265

17.3% 0.00 0.231 - - 220.3 0.160

26.0% 0.00 0.232 - - 193.3 0.546

11.2% 0.00 0.387 - - 181.2 0.542

28.7% 0.00 0.135 - - 209.3 0.532

16.4% 0.00 0.920 - - 166.0 0.370

25.4% 0.00 0.686 - - 219.5 0.458

31.4% 0.00 0.416 - - 152.6 0.967

21.0% 0.00 0.386 - - 249.9 0.576

11.0% 0.00 0.363 - - 309.2 0.117

28.6% 0.00 0.995 - - 247.4 0.349

3.7% 0.00 0.900 - - 196.3 0.875

-5.6% 0.00 0.980 - - 329.2 0.424

18.5% 0.00 0.951 - - 209.1 0.070

6.3% 0.00 0.714 - - 166.7 0.151

14.7% 0.00 0.373 - - 191.6 0.588

25.6% 0.00 0.743 - - 132.7 0.690

18.4% 0.00 0.109 - - 150.5 0.778

28.0% 0.00 0.808 - - 231.2 0.678



14.2% 0.00 0.370 - - 166.6 0.343

15.0% 0.00 0.745 - - 267.7 0.395

13.9% 0.00 0.152 - - 266.9 0.969

20.4% 0.00 0.839 - - 294.8 0.192

15.3% 0.00 0.737 - - 320.5 0.531

-13.5% 0.00 0.396 - - 214.1 0.336

6.8% 0.00 0.937 - - 176.3 0.391

17.6% 0.00 0.931 - - 139.5 0.967

18.8% 0.00 0.012 - - 193.5 0.818

18.0% 0.00 0.927 - - 197.9 0.438

22.2% 0.00 0.770 - - 183.0 0.023

4.1% 0.00 0.166 - - 184.7 0.228

-5.4% 0.00 0.792 - - 244.1 0.805

18.5% 0.00 0.182 - - 213.4 0.889

31.8% 0.00 0.385 - - 201.2 0.055

29.7% 0.00 0.711 - - 159.4 0.245

15.2% 0.00 0.640 - - 233.8 0.175

7.3% 0.00 0.328 - - 224.1 0.246

0.7% 0.00 0.974 - - 247.5 0.581

23.8% 0.00 0.246 - - 250.3 0.348

4.2% 0.00 0.924 - - 179.7 0.269

10.2% 0.00 0.946 - - 208.0 0.792

-3.9% 0.00 0.250 - - 276.5 0.007

11.3% 0.00 0.413 - - 201.3 0.382

2.0% 0.00 0.799 - - 212.3 0.705

15.0% 0.00 0.139 - - 116.3 0.255

2.1% 0.00 0.713 - - 217.9 0.416

15.9% 0.00 0.240 - - 145.4 0.954

35.3% 0.00 0.641 - - 176.5 0.387

16.7% 0.00 0.061 - - 133.5 0.190

15.0% 0.00 0.688 - - 187.8 0.214

20.6% 0.00 0.155 - - 187.8 0.180

-9.5% 0.00 0.242 - - 241.6 0.541

9.2% 0.00 0.683 - - 156.7 0.393

4.1% 0.00 0.833 - - 192.3 0.057

24.6% 0.00 0.581 - - 148.8 0.406

19.6% 0.00 0.085 - - 200.9 0.381

12.6% 0.00 0.956 - - 169.9 0.487

28.6% 0.00 0.633 - - 198.8 0.525

15.5% 0.00 0.613 - - 206.9 0.857

40.3% 0.00 0.662 - - 172.9 0.851

11.5% 0.00 0.675 - - 258.1 0.950

7.5% 0.00 0.107 - - 236.6 0.716

3.2% 0.00 0.721 - - 180.2 0.026



3.3% 0.00 0.577 - - 162.7 0.281

0.9% 0.00 0.892 - - 161.5 0.094

20.1% 0.00 0.219 - - 259.6 0.157

1.6% 0.00 0.614 - - 248.9 0.883

15.1% 0.00 0.989 - - 268.7 0.499

25.0% 0.00 0.765 - - 149.2 0.124

28.6% 0.00 0.016 - - 225.8 0.389

-0.3% 0.00 0.618 - - 195.8 0.619

0.8% 0.00 0.670 - - 171.0 0.118

8.8% 0.00 0.518 - - 142.5 0.584

18.9% 0.00 0.421 - - 243.9 0.556

15.3% 0.00 0.163 - - 206.6 0.956

16.0% 0.00 0.028 - - 244.9 0.094

11.9% 0.00 0.240 - - 192.8 0.977

9.0% 0.00 0.427 - - 202.7 0.978

18.7% 0.00 0.681 - - 210.5 0.071

18.2% 0.00 0.329 - - 153.9 0.553

14.0% 0.00 0.827 - - 248.5 0.542

20.6% 0.00 0.510 - - 241.9 0.233

14.2% 0.00 0.896 - - 226.4 0.524

-5.1% 0.00 0.461 - - 149.1 0.181

13.3% 0.00 0.212 - - 225.5 0.663

14.7% 0.00 0.465 - - 128.4 0.401

-4.5% 0.00 0.880 - - 174.3 0.252

17.8% 0.00 0.328 - - 204.2 0.793

18.9% 0.00 0.560 - - 238.2 0.087

4.9% 0.00 0.632 - - 196.9 0.338

13.4% 0.00 0.207 - - 167.3 0.880

11.0% 0.00 0.687 - - 207.1 0.593

14.6% 0.00 0.825 - - 240.0 0.859

7.9% 0.00 0.591 - - 186.6 0.775

10.7% 0.00 0.176 - - 321.6 0.835

-5.2% 0.00 0.510 - - 148.3 0.201

30.1% 0.00 0.283 - - 179.8 0.412

0.2% 0.00 0.250 - - 154.8 0.123

0.9% 0.00 0.662 - - 230.5 0.066

22.2% 0.00 0.067 - - 218.6 0.542

8.4% 0.00 0.261 - - 306.0 0.751

-6.4% 0.00 0.114 - - 178.3 0.658

29.3% 0.00 0.168 - - 220.1 0.584

21.1% 0.00 0.565 - - 196.6 0.301

39.3% 0.00 0.161 - - 194.0 0.178

16.7% 0.00 0.260 - - 281.1 0.901

22.6% 0.00 0.541 - - 194.5 0.691



13.4% 0.00 0.195 - - 262.2 0.389

2.2% 0.00 0.371 - - 219.1 0.565

3.2% 0.00 0.050 - - 256.7 0.472

8.7% 0.00 0.914 - - 173.0 0.534

7.9% 0.00 0.253 - - 243.5 0.797

12.4% 0.00 0.139 - - 259.5 0.903

24.8% 0.00 0.766 - - 158.2 0.512

11.5% 0.00 0.469 - - 177.6 0.448

33.9% 0.00 0.432 - - 187.0 0.295

7.0% 0.00 0.780 - - 148.8 0.113

9.5% 0.00 0.880 - - 201.3 0.485

15.0% 0.00 0.119 - - 147.2 0.605

15.8% 0.00 0.579 - - 169.6 0.806

17.1% 0.00 0.094 - - 239.5 0.701

24.6% 0.00 0.794 - - 250.6 0.704

10.5% 0.00 0.688 - - 253.9 0.399

9.1% 0.00 0.946 - - 228.3 0.417

1.7% 0.00 0.175 - - 184.5 0.658

24.4% 0.00 0.446 - - 240.3 0.800

1.2% 0.00 0.674 - - 171.7 0.728

28.6% 0.00 0.122 - - 181.0 0.569

19.8% 0.00 0.612 - - 168.2 0.416

17.5% 0.00 0.488 - - 131.5 0.800

19.2% 0.00 0.564 - - 175.7 0.481

14.7% 0.00 0.281 - - 164.7 0.524

12.5% 0.00 0.895 - - 175.1 0.367

16.2% 0.00 0.271 - - 245.7 0.939

-2.7% 0.00 0.084 - - 160.1 0.709

19.7% 0.00 0.340 - - 206.1 0.389

8.9% 0.00 0.748 - - 212.5 0.962

30.3% 0.00 0.980 - - 218.8 0.531

18.3% 0.00 0.432 - - 194.1 0.550

9.2% 0.00 0.521 - - 164.6 0.345

3.1% 0.00 0.812 - - 177.9 0.016

15.4% 0.00 0.273 - - 224.3 0.057

1.1% 0.00 0.554 - - 204.9 0.905

8.6% 0.00 0.039 - - 230.0 0.497

16.9% 0.00 0.693 - - 165.4 0.441

27.8% 0.00 0.621 - - 150.1 0.187

15.1% 0.00 0.931 - - 162.1 0.775

14.2% 0.00 0.837 - - 215.4 0.444

16.9% 0.00 0.924 - - 181.6 0.677

18.2% 0.00 0.505 - - 262.7 0.968

9.3% 0.00 0.394 - - 210.3 0.107



24.4% 0.00 0.552 - - 212.3 0.913

15.1% 0.00 0.212 - - 224.1 0.752

11.1% 0.00 0.379 - - 229.0 0.523

19.9% 0.00 0.594 - - 218.9 0.017

16.0% 0.00 0.448 - - 167.1 0.335

28.5% 0.00 0.253 - - 187.1 0.796

9.8% 0.00 0.040 - - 170.3 0.263

18.5% 0.00 0.707 - - 159.9 0.667

16.2% 0.00 0.499 - - 299.3 0.459

20.6% 0.00 0.918 - - 249.4 0.125

22.2% 0.00 0.838 - - 180.9 0.887

5.7% 0.00 0.774 - - 162.9 0.408

21.5% 0.00 0.388 - - 179.8 0.871

20.4% 0.00 0.833 - - 217.3 0.501

8.3% 0.00 0.542 - - 199.8 0.478

20.2% 0.00 0.494 - - 138.8 0.810

22.8% 0.00 0.014 - - 231.2 0.785

-3.2% 0.00 0.449 - - 165.1 0.300

21.8% 0.00 0.225 - - 239.7 0.027

11.0% 0.00 0.041 - - 202.6 0.109

20.0% 0.00 0.663 - - 312.2 0.358

19.8% 0.00 0.349 - - 247.2 0.519

26.5% 0.00 0.742 - - 159.8 0.417

18.5% 0.00 0.561 - - 160.8 0.665

16.0% 0.00 0.133 - - 190.3 0.906

14.2% 0.00 0.354 - - 180.3 0.661

15.6% 0.00 0.748 - - 223.9 0.370

1.3% 0.00 0.775 - - 203.0 0.299

25.9% 0.00 0.119 - - 225.9 0.385

18.5% 0.00 0.585 - - 228.3 0.830

12.2% 0.00 0.835 - - 167.8 0.330

1.0% 0.00 0.097 - - 166.1 0.818

31.5% 0.00 0.436 - - 197.3 0.917

18.0% 0.00 0.571 - - 168.2 0.851

19.9% 0.00 0.386 - - 262.1 0.159

21.3% 0.00 0.174 - - 214.7 0.138

10.8% 0.00 0.550 - - 182.3 0.895

24.7% 0.00 0.498 - - 276.3 0.015

2.3% 0.00 0.079 - - 240.5 0.605

27.5% 0.00 0.799 - - 222.9 0.840

10.1% 0.00 0.965 - - 254.8 0.653

4.1% 0.00 0.788 - - 152.3 0.699

13.2% 0.00 0.133 - - 143.3 0.350

22.6% 0.00 0.495 - - 292.6 0.679



9.6% 0.00 0.643 - - 210.8 0.532

-2.2% 0.00 0.945 - - 186.2 0.069

4.4% 0.00 0.559 - - 220.4 0.002

9.1% 0.00 0.454 - - 185.2 0.461

14.8% 0.00 0.551 - - 208.0 0.152

5.2% 0.00 0.010 - - 264.3 0.071

6.7% 0.00 0.912 - - 312.3 0.331

11.8% 0.00 0.353 - - 273.4 0.528

7.1% 0.00 0.981 - - 198.0 0.305

-2.0% 0.00 0.872 - - 191.6 0.223

34.0% 0.00 0.725 - - 161.7 0.394

30.9% 0.00 0.571 - - 201.1 0.117

22.3% 0.00 0.728 - - 246.0 0.801

4.8% 0.00 0.289 - - 158.9 0.721

29.7% 0.00 0.669 - - 207.7 0.057

26.9% 0.00 0.064 - - 147.0 0.838

5.7% 0.00 0.981 - - 203.3 0.741

0.0% 0.00 0.210 - - 255.3 0.119

15.8% 0.00 0.244 - - 174.1 0.460

12.3% 0.00 0.235 - - 294.3 0.493

8.4% 0.00 0.675 - - 231.4 0.625

15.7% 0.00 0.336 - - 156.2 0.552

-12.6% 0.00 0.534 - - 214.3 0.174

7.8% 0.00 0.375 - - 161.0 0.744

24.3% 0.00 0.038 - - 217.9 0.166

27.2% 0.00 0.249 - - 340.2 0.791

22.9% 0.00 0.321 - - 201.0 0.418

13.2% 0.00 0.373 - - 182.8 0.431

15.3% 0.00 0.685 - - 226.9 0.236

19.6% 0.00 0.593 - - 129.5 0.357

34.6% 0.00 0.814 - - 234.6 0.028

1.5% 0.00 0.413 - - 212.7 0.222

-4.1% 0.00 0.103 - - 219.0 0.275

14.6% 0.00 0.695 - - 184.5 0.993

-2.0% 0.00 0.125 - - 231.5 0.775

21.6% 0.00 0.286 - - 335.9 0.906

20.1% 0.00 0.167 - - 282.6 0.529

20.7% 0.00 0.578 - - 376.1 0.447

33.0% 0.00 0.241 - - 204.5 0.442

-9.8% 0.00 0.353 - - 210.1 0.957

12.5% 0.00 0.372 - - 148.7 0.371

12.2% 0.00 0.682 - - 228.6 0.674

27.5% 0.00 0.946 - - 250.2 0.802

16.8% 0.00 0.231 - - 194.5 0.832



17.6% 0.00 0.093 - - 230.8 0.667

20.9% 0.00 0.486 - - 203.1 0.396

8.4% 0.00 0.160 - - 156.9 0.720

25.3% 0.00 0.625 - - 151.8 0.989

2.9% 0.00 0.593 - - 235.7 0.502

18.8% 0.00 0.608 - - 192.1 0.568

19.0% 0.00 0.481 - - 163.2 0.596

10.9% 0.00 0.910 - - 262.5 0.406

3.2% 0.00 0.423 - - 154.7 0.256



odification / renegotiation risk

195.36 PV of payment R cr. 750.0 R cr. 750.0

R cr. 9.8 R cr. 995.9

9.77 % of base 1.3% % of base 132.8%

9.50 R cr. 9.5 R cr. 197.9

4.9% % of base 1.3% % of base 26.4%

2.500 Mean 9.5 Mean 197.9

0.020 Std Dev 6.1 Std Dev 45.8

63.8% 23.1%

Revenues Combined Risk Adj Net Risk Adjustment

% of base R cr. R cr. R cr.

4.1% 8.0 8.0 250.6

2.5% 4.9 4.9 156.9

5.5% 10.7 10.7 219.6

5.4% 10.5 10.5 315.5

2.8% 5.6 5.6 128.9

1.6% 3.2 3.2 135.6

2.5% 4.9 4.9 206.5

3.8% 7.4 7.4 216.3

7.7% 15.0 15.0 134.9

5.6% 11.0 11.0 158.8

1.0% 2.0 2.0 176.1

23.8% 46.6 46.6 190.4

3.8% 7.5 7.5 207.1

3.1% 6.1 6.1 149.9

3.4% 6.6 6.6 217.8

0.9% 1.8 1.8 233.0

8.4% 16.4 16.4 225.4

16.0% 31.2 31.2 186.8

3.1% 6.0 6.0 238.7

6.2% 12.2 12.2 140.7

4.8% 9.5 9.5 208.0

6.8% 13.2 13.2 214.3

1.6% 3.2 3.2 260.7

Combined risk adjustment

(Transferred risk - added

public sector risk)

Risk adjustment: Risks from a

PPP for the public sector-specific risk



8.0% 15.6 15.6 202.7

3.5% 6.8 6.8 219.2

3.7% 7.2 7.2 195.8

9.8% 19.2 19.2 267.9

2.1% 4.1 4.1 177.3

2.0% 3.9 3.9 128.3

2.3% 4.6 4.6 195.2

4.7% 9.1 9.1 186.6

3.0% 5.9 5.9 234.4

8.0% 15.6 15.6 121.1

4.3% 8.5 8.5 177.5

6.7% 13.1 13.1 232.8

1.8% 3.6 3.6 193.1

3.6% 6.9 6.9 164.6

6.9% 13.6 13.6 180.1

2.0% 3.9 3.9 229.0

1.7% 3.2 3.2 152.0

0.9% 1.8 1.8 213.5

4.1% 8.1 8.1 190.2

6.9% 13.4 13.4 170.7

2.7% 5.4 5.4 258.2

3.0% 5.9 5.9 251.5

2.7% 5.2 5.2 261.0

14.7% 28.7 28.7 169.3

2.8% 5.5 5.5 159.6

6.1% 11.8 11.8 223.6

2.6% 5.1 5.1 242.4

13.4% 26.1 26.1 203.7

8.9% 17.4 17.4 217.6

11.5% 22.5 22.5 83.1

5.9% 11.5 11.5 198.0

4.0% 7.8 7.8 218.0

7.0% 13.8 13.8 260.8

4.6% 9.0 9.0 189.9

4.2% 8.1 8.1 213.7

1.6% 3.2 3.2 140.8

3.9% 7.6 7.6 183.9

12.8% 25.0 25.0 127.9

7.0% 13.7 13.7 204.5

2.7% 5.2 5.2 269.9

7.8% 15.3 15.3 156.4

6.8% 13.2 13.2 128.1

1.8% 3.5 3.5 229.0

6.0% 11.6 11.6 224.3



5.9% 11.6 11.6 167.5

5.6% 11.0 11.0 144.1

2.8% 5.4 5.4 124.3

7.1% 13.9 13.9 194.8

1.7% 3.3 3.3 241.3

8.1% 15.8 15.8 246.1

6.1% 11.9 11.9 153.1

7.2% 14.0 14.0 190.2

1.7% 3.2 3.2 153.2

5.5% 10.8 10.8 183.8

1.5% 3.0 3.0 203.7

3.0% 5.8 5.8 159.1

3.4% 6.6 6.6 213.4

1.7% 3.2 3.2 142.7

2.6% 5.0 5.0 223.7

0.8% 1.5 1.5 159.4

4.2% 8.1 8.1 157.8

2.9% 5.6 5.6 208.1

2.2% 4.3 4.3 221.3

7.5% 14.6 14.6 207.2

6.9% 13.5 13.5 205.6

1.8% 3.4 3.4 245.6

2.2% 4.3 4.3 164.4

8.2% 16.1 16.1 215.9

4.1% 8.0 8.0 247.9

3.6% 7.0 7.0 195.8

2.8% 5.4 5.4 234.4

7.5% 14.6 14.6 196.4

5.7% 11.1 11.1 291.4

4.6% 8.9 8.9 144.4

4.4% 8.7 8.7 164.3

1.5% 2.9 2.9 141.9

3.1% 6.1 6.1 281.1

6.1% 11.8 11.8 208.6

1.6% 3.2 3.2 183.0

2.4% 4.7 4.7 206.2

3.8% 7.4 7.4 120.9

2.5% 4.8 4.8 180.2

6.7% 13.2 13.2 109.3

4.5% 8.8 8.8 150.4

3.2% 6.3 6.3 149.8

8.2% 16.1 16.1 136.2

0.8% 1.6 1.6 217.1

3.8% 7.4 7.4 248.4



2.8% 5.6 5.6 156.5

3.8% 7.4 7.4 158.3

3.6% 7.0 7.0 160.6

2.2% 4.4 4.4 225.3

3.2% 6.2 6.2 203.3

2.8% 5.6 5.6 290.7

4.4% 8.5 8.5 149.0

2.3% 4.5 4.5 236.8

12.5% 24.4 24.4 188.6

5.6% 10.8 10.8 271.5

2.4% 4.7 4.7 268.9

14.6% 28.5 28.5 146.9

4.2% 8.1 8.1 301.8

1.4% 2.8 2.8 183.7

2.2% 4.3 4.3 176.9

4.5% 8.7 8.7 124.2

3.0% 5.8 5.8 156.7

7.0% 13.7 13.7 159.8

3.7% 7.3 7.3 278.8

4.7% 9.2 9.2 256.8

3.0% 5.9 5.9 154.0

3.2% 6.3 6.3 149.9

6.1% 11.9 11.9 165.9

1.9% 3.7 3.7 172.4

5.0% 9.8 9.8 211.7

5.6% 11.0 11.0 240.8

1.7% 3.4 3.4 220.9

3.2% 6.3 6.3 181.0

14.3% 28.0 28.0 208.9

4.5% 8.7 8.7 189.3

4.3% 8.4 8.4 136.8

15.7% 30.7 30.7 268.3

3.8% 7.4 7.4 232.7

1.6% 3.2 3.2 249.4

6.2% 12.0 12.0 228.5

3.3% 6.4 6.4 256.1

9.5% 18.6 18.6 160.5

4.4% 8.6 8.6 175.3

4.0% 7.8 7.8 146.5

5.9% 11.6 11.6 187.4

4.7% 9.3 9.3 198.2

6.0% 11.7 11.7 211.5

9.8% 19.1 19.1 232.6

5.8% 11.3 11.3 179.8



0.9% 1.8 1.8 192.6

5.1% 10.0 10.0 233.2

4.5% 8.9 8.9 156.9

2.7% 5.3 5.3 261.0

6.1% 11.9 11.9 169.6

1.0% 2.0 2.0 227.1

5.3% 10.3 10.3 254.4

6.3% 12.2 12.2 123.4

1.7% 3.3 3.3 162.5

3.1% 6.1 6.1 199.2

6.6% 12.9 12.9 250.1

7.1% 14.0 14.0 153.0

5.7% 11.1 11.1 223.8

5.8% 11.3 11.3 257.9

12.4% 24.1 24.1 179.7

7.0% 13.6 13.6 139.8

3.3% 6.4 6.4 170.3

10.1% 19.8 19.8 224.8

0.7% 1.4 1.4 158.4

3.3% 6.5 6.5 254.9

7.7% 14.9 14.9 173.0

6.9% 13.5 13.5 206.0

1.2% 2.4 2.4 179.8

0.4% 0.8 0.8 261.1

3.6% 7.1 7.1 350.8

4.3% 8.4 8.4 142.0

6.4% 12.4 12.4 291.4

9.5% 18.6 18.6 178.8

7.7% 15.1 15.1 227.9

5.5% 10.7 10.7 214.7

5.3% 10.4 10.4 197.6

5.7% 11.2 11.2 247.2

5.7% 11.2 11.2 169.7

2.0% 3.9 3.9 252.2

6.0% 11.7 11.7 245.2

6.7% 13.0 13.0 233.6

11.8% 23.1 23.1 234.0

9.6% 18.8 18.8 179.8

0.9% 1.7 1.7 277.9

9.9% 19.3 19.3 222.7

3.1% 6.1 6.1 165.2

2.6% 5.2 5.2 193.0

4.7% 9.1 9.1 181.0

4.2% 8.3 8.3 325.9



2.6% 5.1 5.1 177.6

2.6% 5.0 5.0 214.3

3.1% 6.0 6.0 155.1

4.1% 8.0 8.0 215.7

2.2% 4.2 4.2 253.3

4.9% 9.6 9.6 209.5

8.1% 15.8 15.8 274.4

6.1% 11.9 11.9 178.0

2.7% 5.3 5.3 180.3

8.3% 16.3 16.3 227.6

2.6% 5.1 5.1 224.1

3.4% 6.7 6.7 182.7

2.7% 5.2 5.2 133.7

6.2% 12.1 12.1 197.0

5.6% 10.9 10.9 209.0

6.3% 12.4 12.4 179.6

4.0% 7.9 7.9 119.4

3.0% 5.8 5.8 197.5

2.5% 4.9 4.9 247.4

0.5% 0.9 0.9 265.9

17.4% 34.1 34.1 157.5

2.4% 4.7 4.7 163.3

12.0% 23.5 23.5 144.3

3.6% 7.1 7.1 281.8

0.7% 1.3 1.3 242.5

6.8% 13.3 13.3 162.4

1.7% 3.3 3.3 202.2

7.0% 13.6 13.6 178.6

4.7% 9.1 9.1 231.1

2.3% 4.5 4.5 217.1

2.3% 4.5 4.5 146.6

3.5% 6.8 6.8 182.5

0.8% 1.5 1.5 318.9

2.1% 4.0 4.0 275.4

3.0% 5.8 5.8 188.7

3.8% 7.4 7.4 208.6

4.3% 8.4 8.4 156.7

12.2% 23.8 23.8 170.8

2.4% 4.6 4.6 227.6

11.2% 21.8 21.8 184.0

2.3% 4.4 4.4 165.1

1.0% 2.0 2.0 236.0

5.6% 11.0 11.0 208.9

2.7% 5.3 5.3 290.9



7.0% 13.7 13.7 131.3

6.4% 12.4 12.4 183.2

7.1% 13.9 13.9 193.2

4.6% 9.1 9.1 195.5

7.1% 13.9 13.9 182.4

9.5% 18.5 18.5 251.1

2.7% 5.2 5.2 153.6

1.3% 2.5 2.5 236.6

1.0% 1.9 1.9 187.3

3.8% 7.4 7.4 228.6

7.2% 14.0 14.0 173.0

13.0% 25.3 25.3 238.8

5.4% 10.6 10.6 188.6

7.9% 15.5 15.5 208.0

9.3% 18.3 18.3 223.4

2.7% 5.3 5.3 200.4

4.0% 7.8 7.8 156.7

6.0% 11.8 11.8 289.1

7.9% 15.5 15.5 153.4

3.1% 6.0 6.0 254.8

4.2% 8.3 8.3 157.2

1.6% 3.1 3.1 184.3

6.2% 12.2 12.2 288.7

6.4% 12.5 12.5 192.1

10.0% 19.5 19.5 154.3

4.1% 8.0 8.0 158.4

1.0% 1.9 1.9 247.4

1.4% 2.8 2.8 169.7

4.8% 9.5 9.5 144.3

2.4% 4.6 4.6 238.3

2.6% 5.2 5.2 95.9

8.0% 15.5 15.5 192.4

3.2% 6.2 6.2 236.9

2.1% 4.2 4.2 188.9

2.6% 5.2 5.2 198.5

4.1% 8.1 8.1 189.9

3.7% 7.2 7.2 204.8

2.4% 4.6 4.6 140.5

8.0% 15.7 15.7 161.1

3.7% 7.1 7.1 131.5

4.3% 8.3 8.3 276.7

11.7% 23.0 23.0 237.4

8.1% 15.9 15.9 275.7

1.6% 3.1 3.1 205.8



12.9% 25.3 25.3 140.9

3.2% 6.2 6.2 181.0

7.0% 13.8 13.8 177.6

2.7% 5.3 5.3 329.6

3.3% 6.5 6.5 243.7

4.1% 8.1 8.1 220.6

7.9% 15.4 15.4 165.0

5.5% 10.6 10.6 156.4

2.6% 5.1 5.1 151.6

5.3% 10.3 10.3 209.0

2.4% 4.6 4.6 261.5

3.7% 7.2 7.2 155.5

10.3% 20.0 20.0 169.4

10.6% 20.7 20.7 144.5

3.9% 7.6 7.6 245.2

7.6% 14.9 14.9 225.9

2.3% 4.4 4.4 119.8

7.8% 15.3 15.3 160.8

1.9% 3.6 3.6 128.5

4.1% 8.1 8.1 187.8

2.1% 4.0 4.0 169.1

5.1% 10.0 10.0 171.7

0.5% 1.0 1.0 207.5

2.8% 5.5 5.5 167.6

3.2% 6.3 6.3 206.6

4.9% 9.5 9.5 198.6

2.4% 4.7 4.7 249.6

7.4% 14.5 14.5 252.6

2.9% 5.6 5.6 171.2

5.1% 9.9 9.9 189.1

4.3% 8.3 8.3 175.9

2.8% 5.5 5.5 183.1

1.5% 3.0 3.0 203.8

4.7% 9.1 9.1 244.2

3.1% 6.0 6.0 294.3

3.1% 6.0 6.0 198.1

2.9% 5.7 5.7 203.6

11.5% 22.4 22.4 280.5

2.0% 4.0 4.0 299.0

4.1% 7.9 7.9 236.2

6.9% 13.5 13.5 183.9

6.8% 13.3 13.3 207.2

4.6% 8.9 8.9 214.2

6.1% 12.0 12.0 153.8



3.4% 6.5 6.5 238.2

3.4% 6.7 6.7 155.6

0.7% 1.3 1.3 204.4

2.9% 5.6 5.6 153.6

2.3% 4.5 4.5 173.0

5.3% 10.4 10.4 172.6

9.7% 19.0 19.0 227.3

3.5% 6.8 6.8 246.9

3.1% 6.1 6.1 120.7

5.7% 11.2 11.2 249.1

1.1% 2.1 2.1 163.1

2.3% 4.5 4.5 223.5

3.7% 7.3 7.3 162.3

2.4% 4.6 4.6 223.4

6.4% 12.5 12.5 142.3

1.6% 3.1 3.1 235.2

9.9% 19.3 19.3 128.0

6.2% 12.0 12.0 158.2

6.2% 12.0 12.0 207.4

3.9% 7.6 7.6 252.4

2.6% 5.1 5.1 153.9

3.0% 5.9 5.9 194.0

5.7% 11.2 11.2 201.9

8.5% 16.7 16.7 242.7

5.7% 11.2 11.2 139.7

11.4% 22.3 22.3 171.0

3.3% 6.4 6.4 171.0

5.4% 10.5 10.5 230.1

2.9% 5.6 5.6 201.7

3.5% 6.9 6.9 162.6

2.9% 5.6 5.6 218.8

2.1% 4.1 4.1 181.7

2.5% 4.9 4.9 253.6

6.0% 11.7 11.7 274.0

8.3% 16.2 16.2 212.5

7.3% 14.3 14.3 144.4

3.9% 7.6 7.6 163.9

1.8% 3.6 3.6 206.8

8.2% 16.0 16.0 246.5

0.3% 0.6 0.6 215.4

5.9% 11.5 11.5 233.8

6.9% 13.4 13.4 177.1

2.5% 5.0 5.0 317.2

14.0% 27.3 27.3 192.6



2.3% 4.6 4.6 164.1

3.3% 6.4 6.4 172.4

7.2% 14.1 14.1 153.2

6.2% 12.1 12.1 154.5

6.6% 12.8 12.8 184.5

10.5% 20.4 20.4 260.2

1.7% 3.3 3.3 128.5

6.6% 12.8 12.8 162.5

6.7% 13.1 13.1 108.2

9.1% 17.8 17.8 111.7

1.4% 2.8 2.8 231.3

6.3% 12.2 12.2 238.3

2.5% 4.8 4.8 227.2

2.2% 4.3 4.3 166.8

9.1% 17.7 17.7 287.6

6.5% 12.6 12.6 151.2

2.8% 5.5 5.5 252.3

1.0% 1.9 1.9 253.8

2.2% 4.4 4.4 310.9

4.3% 8.4 8.4 216.6

8.7% 17.0 17.0 264.1

6.4% 12.4 12.4 222.8

2.9% 5.7 5.7 159.2

2.8% 5.4 5.4 247.2

14.8% 28.9 28.9 188.1

11.6% 22.6 22.6 214.6

4.1% 8.1 8.1 212.3

0.2% 0.4 0.4 168.5

7.0% 13.6 13.6 167.5

6.0% 11.7 11.7 147.9

1.6% 3.1 3.1 161.0

7.3% 14.3 14.3 338.4

2.5% 4.9 4.9 163.0

3.6% 7.1 7.1 229.8

8.1% 15.7 15.7 251.5

4.6% 8.9 8.9 145.2

8.2% 16.1 16.1 193.8

9.9% 19.3 19.3 116.0

6.6% 13.0 13.0 170.9

5.0% 9.7 9.7 195.9

1.6% 3.1 3.1 177.5

7.2% 14.0 14.0 177.8

5.5% 10.8 10.8 170.2

6.2% 12.2 12.2 179.5



2.4% 4.6 4.6 195.8

1.7% 3.3 3.3 149.4

7.6% 14.9 14.9 152.1

3.3% 6.4 6.4 235.3

7.9% 15.4 15.4 146.5

1.1% 2.1 2.1 236.7

16.3% 31.8 31.8 222.3

3.4% 6.6 6.6 169.9

8.2% 16.1 16.1 199.7

10.0% 19.6 19.6 200.2

8.4% 16.4 16.4 158.7

4.6% 9.1 9.1 214.4

10.4% 20.3 20.3 187.5

5.7% 11.2 11.2 179.4

4.1% 7.9 7.9 255.1

5.7% 11.2 11.2 131.7

1.5% 2.9 2.9 172.5

3.1% 6.0 6.0 204.5

5.6% 11.0 11.0 130.3

2.7% 5.2 5.2 252.9

3.5% 6.8 6.8 147.4

9.5% 18.6 18.6 292.9

4.5% 8.7 8.7 217.3

1.7% 3.4 3.4 208.3

3.1% 6.0 6.0 223.1

5.1% 10.0 10.0 186.5

9.9% 19.4 19.4 178.8

3.7% 7.2 7.2 261.4

18.3% 35.7 35.7 199.4

3.7% 7.2 7.2 158.5

4.0% 7.8 7.8 193.6

4.7% 9.1 9.1 152.6

2.4% 4.7 4.7 151.1

4.3% 8.4 8.4 159.9

2.6% 5.1 5.1 211.1

5.5% 10.7 10.7 201.1

6.3% 12.4 12.4 206.2

4.3% 8.5 8.5 268.7

11.3% 22.1 22.1 141.6

4.8% 9.3 9.3 115.4

8.3% 16.3 16.3 126.1

5.0% 9.7 9.7 168.6

2.6% 5.1 5.1 133.2

0.9% 1.7 1.7 174.0



5.7% 11.2 11.2 142.9

0.4% 0.8 0.8 150.4

3.0% 5.8 5.8 195.0

3.6% 7.0 7.0 207.8

6.9% 13.4 13.4 167.2

5.8% 11.4 11.4 199.7

3.8% 7.4 7.4 172.7

4.8% 9.4 9.4 215.3

7.8% 15.3 15.3 269.5

4.0% 7.9 7.9 150.2

6.1% 11.9 11.9 171.7

2.9% 5.6 5.6 158.7

6.1% 12.0 12.0 199.6

7.5% 14.6 14.6 150.6

2.2% 4.2 4.2 179.5

3.3% 6.4 6.4 123.4

3.7% 7.2 7.2 154.6

3.0% 5.9 5.9 183.6

7.5% 14.7 14.7 163.2

4.8% 9.4 9.4 161.5

3.6% 7.1 7.1 199.8

2.3% 4.6 4.6 206.3

7.2% 14.1 14.1 255.1

5.3% 10.3 10.3 274.3

3.3% 6.4 6.4 243.6

5.6% 11.0 11.0 168.1

3.8% 7.3 7.3 213.4

3.4% 6.6 6.6 203.4

5.4% 10.5 10.5 148.1

4.5% 8.9 8.9 189.4

9.7% 19.0 19.0 210.4

3.1% 6.0 6.0 222.9

5.2% 10.2 10.2 164.8

3.4% 6.6 6.6 133.3

1.0% 2.0 2.0 312.9

7.3% 14.2 14.2 216.7

1.1% 2.2 2.2 193.2

8.3% 16.3 16.3 137.0

4.3% 8.5 8.5 294.6

10.9% 21.3 21.3 188.1

2.8% 5.5 5.5 191.9

3.0% 5.9 5.9 286.5

1.8% 3.4 3.4 149.9

2.8% 5.6 5.6 273.4



0.2% 0.3 0.3 227.0

5.7% 11.2 11.2 202.3

3.9% 7.6 7.6 201.1

5.2% 10.2 10.2 243.9

8.5% 16.6 16.6 206.0

1.1% 2.2 2.2 261.3

8.6% 16.8 16.8 190.9

1.0% 2.0 2.0 281.9

3.9% 7.6 7.6 257.6

5.7% 11.2 11.2 145.4

9.9% 19.3 19.3 131.7

4.2% 8.2 8.2 242.9

1.9% 3.6 3.6 195.1

6.8% 13.3 13.3 167.5

4.1% 8.1 8.1 182.1

5.5% 10.7 10.7 153.3

4.4% 8.7 8.7 209.2

1.2% 2.4 2.4 209.7

2.4% 4.8 4.8 183.4

10.4% 20.4 20.4 188.1

13.2% 25.8 25.8 103.8

6.8% 13.2 13.2 180.9

11.4% 22.3 22.3 112.5

2.4% 4.6 4.6 265.4

2.6% 5.2 5.2 178.6

10.0% 19.6 19.6 144.6

3.9% 7.6 7.6 192.6

9.1% 17.9 17.9 205.3

5.0% 9.7 9.7 229.4

4.9% 9.6 9.6 276.9

4.0% 7.8 7.8 200.2

2.0% 3.9 3.9 227.2

5.3% 10.3 10.3 256.7

3.2% 6.3 6.3 294.6

2.5% 5.0 5.0 203.1

3.8% 7.5 7.5 209.0

1.3% 2.5 2.5 197.4

3.7% 7.2 7.2 272.2

2.9% 5.7 5.7 137.9

0.9% 1.8 1.8 329.1

6.9% 13.5 13.5 260.2

6.1% 11.9 11.9 194.6

3.5% 6.8 6.8 194.3

3.2% 6.2 6.2 207.9



7.5% 14.7 14.7 195.6

4.0% 7.9 7.9 157.4

6.3% 12.2 12.2 235.6

1.3% 2.6 2.6 200.3

15.3% 29.8 29.8 134.9

5.4% 10.5 10.5 210.3

3.0% 5.8 5.8 179.6

12.1% 23.5 23.5 135.1

1.9% 3.7 3.7 217.8

4.8% 9.3 9.3 142.0

2.9% 5.7 5.7 159.9

6.3% 12.3 12.3 181.6

4.4% 8.6 8.6 139.9

1.8% 3.5 3.5 220.1

3.2% 6.3 6.3 192.2

3.5% 6.8 6.8 140.7

0.8% 1.6 1.6 212.0

5.8% 11.3 11.3 182.9

5.3% 10.4 10.4 166.4

4.4% 8.6 8.6 198.2

1.9% 3.8 3.8 371.4

9.7% 19.0 19.0 123.6

1.7% 3.3 3.3 183.0

7.6% 14.9 14.9 227.2

9.3% 18.1 18.1 209.4

5.7% 11.2 11.2 201.3

11.7% 22.8 22.8 236.3

5.5% 10.7 10.7 168.8

9.7% 18.9 18.9 138.7

5.2% 10.2 10.2 147.4

1.3% 2.6 2.6 240.2

4.0% 7.9 7.9 312.8

2.2% 4.2 4.2 204.6

2.8% 5.5 5.5 123.5

5.3% 10.4 10.4 116.5

10.1% 19.7 19.7 227.6

2.3% 4.4 4.4 173.4

3.8% 7.3 7.3 237.9

7.0% 13.6 13.6 180.7

2.2% 4.3 4.3 219.7

0.9% 1.7 1.7 195.2

0.7% 1.3 1.3 193.1

2.6% 5.0 5.0 193.8

13.0% 25.3 25.3 190.4



3.5% 6.8 6.8 246.2

2.4% 4.7 4.7 246.6

4.3% 8.3 8.3 187.7

0.7% 1.3 1.3 309.0

5.1% 9.9 9.9 275.8

2.1% 4.2 4.2 188.6

2.8% 5.5 5.5 186.8

6.5% 12.6 12.6 191.7

1.9% 3.6 3.6 180.8

7.4% 14.4 14.4 230.9

4.1% 8.0 8.0 218.6

5.0% 9.8 9.8 145.7

2.8% 5.4 5.4 172.7

4.1% 8.0 8.0 211.2

1.7% 3.3 3.3 117.5

8.1% 15.9 15.9 255.6

6.1% 12.0 12.0 213.6

4.1% 8.0 8.0 195.4

6.4% 12.4 12.4 181.3

1.7% 3.3 3.3 145.8

4.8% 9.4 9.4 205.5

1.0% 1.9 1.9 151.4

2.9% 5.6 5.6 188.5

1.4% 2.7 2.7 210.1

3.0% 5.8 5.8 197.0

6.1% 11.9 11.9 187.6

1.4% 2.7 2.7 187.7

4.8% 9.5 9.5 110.1

4.0% 7.9 7.9 216.2

3.8% 7.4 7.4 205.1

2.8% 5.5 5.5 276.8

5.3% 10.4 10.4 178.7

7.6% 14.9 14.9 171.6

4.2% 8.2 8.2 277.3

2.1% 4.1 4.1 213.8

2.2% 4.3 4.3 151.4

5.6% 11.0 11.0 165.4

6.2% 12.1 12.1 208.0

4.4% 8.6 8.6 161.2

5.3% 10.4 10.4 154.6

13.6% 26.5 26.5 217.0

5.6% 10.8 10.8 248.4

1.9% 3.7 3.7 193.4

2.1% 4.1 4.1 270.4



7.1% 13.9 13.9 206.2

6.0% 11.7 11.7 188.2

3.8% 7.4 7.4 183.4

0.6% 1.2 1.2 227.0

4.2% 8.2 8.2 181.6

1.7% 3.3 3.3 208.8

15.4% 30.2 30.2 196.2

8.8% 17.2 17.2 197.2

4.7% 9.2 9.2 171.5

2.0% 4.0 4.0 241.2

4.1% 8.0 8.0 230.3

2.0% 3.9 3.9 186.8

1.6% 3.2 3.2 226.5

8.4% 16.4 16.4 130.7

4.8% 9.5 9.5 201.1

6.0% 11.8 11.8 187.6

5.9% 11.6 11.6 228.2

7.3% 14.2 14.2 235.9

6.7% 13.1 13.1 188.8

3.4% 6.7 6.7 240.4

0.3% 0.5 0.5 177.4

3.1% 6.0 6.0 176.0

0.9% 1.7 1.7 179.4

4.2% 8.3 8.3 281.5

5.0% 9.8 9.8 368.7

6.1% 12.0 12.0 175.0

1.0% 2.0 2.0 237.5

2.6% 5.2 5.2 176.9

3.2% 6.2 6.2 259.1

5.2% 10.2 10.2 232.3

2.3% 4.6 4.6 271.3

4.7% 9.1 9.1 251.3

9.9% 19.3 19.3 191.5

3.6% 7.1 7.1 172.0

2.9% 5.6 5.6 287.7

5.4% 10.5 10.5 145.0

6.6% 12.9 12.9 214.4

3.0% 5.9 5.9 170.1

8.9% 17.4 17.4 218.0

2.6% 5.1 5.1 169.7

2.4% 4.6 4.6 135.6

3.7% 7.2 7.2 205.2

1.5% 3.0 3.0 349.8

2.0% 3.9 3.9 220.0



19.3% 37.8 37.8 159.3

3.1% 6.0 6.0 182.5

0.5% 1.0 1.0 294.4

3.2% 6.3 6.3 151.6

4.3% 8.3 8.3 246.3

2.6% 5.1 5.1 148.9

7.5% 14.6 14.6 179.7

0.9% 1.8 1.8 183.8

2.5% 4.8 4.8 222.4

5.6% 11.0 11.0 248.1

5.1% 9.9 9.9 156.7

2.6% 5.1 5.1 165.0

4.3% 8.4 8.4 192.2

0.9% 1.7 1.7 197.0

2.1% 4.1 4.1 143.1

1.1% 2.1 2.1 217.3

1.1% 2.1 2.1 182.5

2.2% 4.3 4.3 212.7

2.4% 4.7 4.7 166.4

13.2% 25.8 25.8 129.2

4.0% 7.8 7.8 192.9

2.4% 4.6 4.6 212.5

4.7% 9.2 9.2 288.4

3.6% 7.1 7.1 164.4

3.7% 7.3 7.3 133.2

5.4% 10.6 10.6 146.6

2.4% 4.6 4.6 152.6

1.5% 3.0 3.0 232.8

2.3% 4.5 4.5 240.0

2.4% 4.8 4.8 159.6

2.9% 5.8 5.8 197.6

1.7% 3.3 3.3 174.9

2.5% 4.9 4.9 298.3

4.3% 8.3 8.3 232.7

7.7% 15.1 15.1 166.0

4.9% 9.5 9.5 210.7

8.1% 15.9 15.9 173.7

4.0% 7.9 7.9 175.8

1.5% 2.9 2.9 184.6

12.1% 23.7 23.7 182.2

6.5% 12.6 12.6 133.3

3.9% 7.7 7.7 209.5

7.9% 15.5 15.5 155.6

3.7% 7.3 7.3 137.5



3.3% 6.5 6.5 124.2

8.3% 16.3 16.3 222.6

5.3% 10.4 10.4 154.9

2.9% 5.7 5.7 194.2

2.7% 5.2 5.2 168.6

1.9% 3.8 3.8 151.2

2.3% 4.6 4.6 218.5

3.4% 6.7 6.7 197.1

6.4% 12.5 12.5 139.3

3.7% 7.1 7.1 207.8

3.3% 6.4 6.4 147.3

9.6% 18.7 18.7 180.8

7.6% 14.8 14.8 205.0

14.9% 29.1 29.1 120.5

1.8% 3.4 3.4 169.0

5.4% 10.5 10.5 215.8

3.7% 7.3 7.3 185.2

2.8% 5.4 5.4 188.8

9.7% 19.0 19.0 152.1

12.2% 23.8 23.8 227.0

4.4% 8.5 8.5 244.3

5.7% 11.2 11.2 141.0

5.1% 9.9 9.9 140.7

0.9% 1.8 1.8 190.4

3.8% 7.4 7.4 189.9

2.8% 5.4 5.4 122.0

2.1% 4.0 4.0 216.2

4.7% 9.2 9.2 184.2

4.7% 9.1 9.1 172.1

4.6% 9.0 9.0 200.4

3.5% 6.8 6.8 159.3

4.0% 7.9 7.9 211.6

12.1% 23.7 23.7 128.9

4.9% 9.6 9.6 240.2

1.8% 3.4 3.4 305.8

3.3% 6.5 6.5 240.9

8.6% 16.9 16.9 179.4

3.8% 7.5 7.5 321.8

1.3% 2.6 2.6 206.5

2.0% 3.9 3.9 162.8

5.0% 9.8 9.8 181.7

6.0% 11.6 11.6 121.0

7.0% 13.6 13.6 136.8

5.8% 11.4 11.4 219.8



3.3% 6.4 6.4 160.2

3.6% 7.1 7.1 260.6

12.3% 24.0 24.0 242.9

2.3% 4.5 4.5 290.3

4.6% 8.9 8.9 311.5

3.2% 6.3 6.3 207.8

3.6% 7.0 7.0 169.3

12.2% 23.8 23.8 115.7

7.6% 14.8 14.8 178.7

3.9% 7.6 7.6 190.3

0.8% 1.6 1.6 181.4

2.5% 4.9 4.9 179.8

7.4% 14.4 14.4 229.7

8.9% 17.5 17.5 195.9

1.2% 2.3 2.3 198.8

2.6% 5.2 5.2 154.3

2.2% 4.2 4.2 229.6

2.6% 5.2 5.2 218.9

5.0% 9.7 9.7 237.8

3.3% 6.5 6.5 243.8

2.8% 5.5 5.5 174.2

7.2% 14.0 14.0 194.0

0.5% 0.9 0.9 275.6

3.5% 6.9 6.9 194.4

6.1% 11.9 11.9 200.3

2.7% 5.3 5.3 111.0

3.8% 7.4 7.4 210.5

11.3% 22.1 22.1 123.3

3.6% 7.0 7.0 169.5

2.3% 4.4 4.4 129.1

2.4% 4.8 4.8 183.0

2.2% 4.3 4.3 183.5

4.7% 9.1 9.1 232.5

3.6% 7.0 7.0 149.6

1.2% 2.4 2.4 190.0

3.7% 7.2 7.2 141.6

3.5% 6.9 6.9 194.0

4.3% 8.3 8.3 161.6

4.5% 8.9 8.9 189.9

8.3% 16.1 16.1 190.7

8.1% 15.9 15.9 157.0

11.1% 21.6 21.6 236.5

6.2% 12.2 12.2 224.4

0.8% 1.6 1.6 178.6



2.9% 5.6 5.6 157.1

1.6% 3.0 3.0 158.4

2.0% 4.0 4.0 255.6

8.8% 17.2 17.2 231.7

4.3% 8.5 8.5 260.2

1.8% 3.5 3.5 145.6

3.6% 7.0 7.0 218.8

5.3% 10.3 10.3 185.4

1.8% 3.4 3.4 167.5

5.0% 9.8 9.8 132.8

4.8% 9.3 9.3 234.6

11.4% 22.2 22.2 184.4

1.6% 3.0 3.0 241.8

13.1% 25.5 25.5 167.3

13.2% 25.8 25.8 177.0

1.4% 2.6 2.6 207.9

4.8% 9.3 9.3 144.6

4.7% 9.1 9.1 239.4

2.6% 5.0 5.0 236.9

4.5% 8.8 8.8 217.6

2.2% 4.3 4.3 144.8

5.7% 11.1 11.1 214.4

3.7% 7.2 7.2 121.3

2.7% 5.3 5.3 169.1

7.2% 14.0 14.0 190.1

1.5% 2.9 2.9 235.3

3.2% 6.3 6.3 190.5

8.7% 17.1 17.1 150.3

5.1% 9.9 9.9 197.2

8.3% 16.2 16.2 223.9

6.9% 13.6 13.6 173.0

7.8% 15.3 15.3 306.3

2.4% 4.6 4.6 143.7

3.7% 7.3 7.3 172.5

1.8% 3.5 3.5 151.3

1.3% 2.6 2.6 227.9

4.7% 9.1 9.1 209.4

6.6% 13.0 13.0 293.0

5.7% 11.0 11.0 167.3

5.0% 9.8 9.8 210.3

3.0% 5.9 5.9 190.7

2.2% 4.3 4.3 189.7

9.3% 18.1 18.1 263.0

6.0% 11.7 11.7 182.8



3.6% 7.0 7.0 255.2

4.8% 9.5 9.5 209.6

4.1% 8.1 8.1 248.6

4.6% 9.0 9.0 164.1

7.2% 14.2 14.2 229.3

9.3% 18.2 18.2 241.3

4.4% 8.7 8.7 149.6

4.0% 7.8 7.8 169.9

3.0% 5.8 5.8 181.2

1.7% 3.3 3.3 145.4

4.2% 8.3 8.3 193.0

5.2% 10.1 10.1 137.1

7.4% 14.4 14.4 155.2

6.1% 11.9 11.9 227.7

6.1% 11.9 11.9 238.6

3.6% 7.1 7.1 246.8

3.8% 7.4 7.4 221.0

5.7% 11.0 11.0 173.4

7.3% 14.2 14.2 226.0

6.4% 12.5 12.5 159.2

4.9% 9.5 9.5 171.5

3.8% 7.4 7.4 160.8

7.3% 14.2 14.2 117.3

4.2% 8.2 8.2 167.4

4.5% 8.8 8.8 155.9

3.4% 6.7 6.7 168.4

10.5% 20.6 20.6 225.1

6.2% 12.0 12.0 148.0

3.6% 7.0 7.0 199.1

11.8% 23.0 23.0 189.4

4.6% 8.9 8.9 209.8

4.7% 9.2 9.2 184.9

3.3% 6.4 6.4 158.1

0.7% 1.3 1.3 176.6

1.2% 2.4 2.4 221.9

9.4% 18.3 18.3 186.5

4.3% 8.5 8.5 221.6

3.9% 7.7 7.7 157.7

2.3% 4.4 4.4 145.7

6.9% 13.6 13.6 148.5

4.0% 7.7 7.7 207.6

5.8% 11.4 11.4 170.2

12.2% 23.8 23.8 238.9

1.7% 3.3 3.3 207.0



9.6% 18.8 18.8 193.5

6.7% 13.0 13.0 211.1

4.5% 8.8 8.8 220.2

0.7% 1.4 1.4 217.5

3.2% 6.3 6.3 160.8

7.2% 14.1 14.1 172.9

2.8% 5.4 5.4 164.9

5.7% 11.2 11.2 148.7

4.1% 7.9 7.9 291.3

1.8% 3.5 3.5 245.9

8.9% 17.4 17.4 163.5

3.7% 7.2 7.2 155.7

8.5% 16.7 16.7 163.1

4.4% 8.5 8.5 208.7

4.2% 8.2 8.2 191.6

7.4% 14.5 14.5 124.3

7.1% 13.8 13.8 217.3

3.0% 5.9 5.9 159.3

0.9% 1.7 1.7 238.0

1.7% 3.3 3.3 199.3

3.4% 6.6 6.6 305.6

4.5% 8.8 8.8 238.4

3.8% 7.4 7.4 152.5

5.7% 11.2 11.2 149.6

9.4% 18.4 18.4 171.9

5.7% 11.1 11.1 169.2

3.5% 6.7 6.7 217.1

3.0% 5.8 5.8 197.2

3.6% 7.0 7.0 218.9

7.8% 15.1 15.1 213.2

3.2% 6.2 6.2 161.6

7.6% 14.8 14.8 151.4

9.7% 19.0 19.0 178.3

8.1% 15.9 15.9 152.3

2.1% 4.0 4.0 258.1

1.9% 3.7 3.7 211.0

9.1% 17.8 17.8 164.5

0.7% 1.3 1.3 275.0

5.2% 10.1 10.1 230.4

7.9% 15.5 15.5 207.4

5.6% 10.9 10.9 243.9

6.1% 11.8 11.8 140.5

3.3% 6.5 6.5 136.8

5.9% 11.4 11.4 281.2



4.6% 9.0 9.0 201.8

1.3% 2.6 2.6 183.6

0.3% 0.5 0.5 219.9

4.1% 8.0 8.0 177.3

2.0% 3.9 3.9 204.0

1.4% 2.6 2.6 261.7

3.2% 6.3 6.3 306.1

4.6% 8.9 8.9 264.5

3.0% 5.9 5.9 192.1

2.5% 4.9 4.9 186.7

3.6% 7.1 7.1 154.6

1.7% 3.4 3.4 197.7

7.3% 14.3 14.3 231.7

6.3% 12.3 12.3 146.6

1.2% 2.4 2.4 205.3

7.9% 15.4 15.4 131.6

6.5% 12.7 12.7 190.6

1.8% 3.4 3.4 251.9

4.1% 7.9 7.9 166.1

4.3% 8.4 8.4 285.9

5.3% 10.4 10.4 220.9

4.7% 9.3 9.3 146.9

2.2% 4.2 4.2 210.1

6.6% 12.8 12.8 148.2

2.1% 4.1 4.1 213.8

7.2% 14.0 14.0 326.2

3.8% 7.4 7.4 193.6

3.9% 7.5 7.5 175.2

2.6% 5.0 5.0 221.9

3.4% 6.6 6.6 123.0

0.9% 1.7 1.7 232.9

2.5% 4.9 4.9 207.8

2.8% 5.5 5.5 213.4

16.0% 31.3 31.3 153.2

6.9% 13.6 13.6 217.9

9.4% 18.4 18.4 317.6

4.6% 8.9 8.9 273.7

4.0% 7.8 7.8 368.3

3.9% 7.7 7.7 196.8

11.5% 22.4 22.4 187.7

3.5% 6.8 6.8 141.9

5.8% 11.3 11.3 217.3

7.3% 14.3 14.3 235.9

7.8% 15.2 15.2 179.3



5.7% 11.2 11.2 219.6

3.6% 7.1 7.1 196.0

6.3% 12.3 12.3 144.7

14.8% 29.0 29.0 122.8

4.4% 8.5 8.5 227.2

4.9% 9.5 9.5 182.6

5.1% 10.0 10.0 153.2

3.7% 7.2 7.2 255.3

2.7% 5.3 5.3 149.4



VFM Bins Frequenc Prob Cum

49.3

766.5 590.00 0 0.000 0.000

672.9 639.33 28 0.028 0.028

735.5 688.67 297 0.297 0.325

831.5 738.00 400 0.400 0.725

644.9 787.33 205 0.205 0.930

651.6 836.67 59 0.059 0.989

722.5 886.00 10 0.010 0.999

732.3 935.33 0 0.000 0.999

650.9 984.67 0 0.000 0.999

674.8 1,034.00 0 0.000 0.999

692.1 1,083.33 0 0.000 0.999

706.3 1,132.67 0 0.000 0.999

723.0 1,182.00 0 0.000 0.999

665.8 1,231.33 0 0.000 0.999

733.8 1,280.67 0 0.000 0.999

749.0 1,330.00 0 0.000 0.999

741.3 1,379.33 0 0.000 0.999

702.8 1,428.67 0 0.000 0.999

754.6 1,478.00 0 0.000 0.999

656.6 1,527.33 0 0.000 0.999

724.0 1,576.67 0 0.000 0.999

730.2 1,626.00 0 0.000 0.999

776.6 1,675.33 0 0.000 0.999



718.7 1,724.67 0 0.000 0.999

735.1 1,774.00 0 0.000 0.999

711.7 1,823.33 0 0.000 0.999

783.9 1,872.67 0 0.000 0.999

693.3 1,922.00 0 0.000 0.999

644.3 1,971.33 0 0.000 0.999

711.1 2,020.67 0 0.000 0.999

702.6 890.00 1 0.001 1.000

750.4

637.1

693.5

748.8

709.1

680.6

696.1

745.0

668.0

729.4

706.1

686.7

774.2

767.4

776.9

685.3

675.6

739.6

758.3

719.7

733.6

599.1

714.0

734.0

776.8

705.8

729.6

656.8

699.9

643.9

720.4

785.9

672.3

644.1

744.9

740.2



683.5

660.1

640.2

710.8

757.2

762.1

669.1

706.1

669.2

699.8

719.6

675.1

729.4

658.6

739.7

675.4

673.7

724.1

737.3

723.2

721.6

761.6

680.3

731.9

763.8

711.8

750.4

712.3

807.4

660.4

680.3

657.9

797.1

724.6

699.0

722.2

636.9

696.2

625.2

666.3

665.8

652.2

733.0

764.4



672.5

674.3

676.5

741.2

719.2

806.6

665.0

752.8

704.6

787.4

784.9

662.9

817.8

699.7

692.8

640.2

672.6

675.7

794.8

772.7

669.9

665.9

681.9

688.4

727.6

756.8

736.9

697.0

724.8

705.3

652.8

784.2

748.7

765.4

744.4

772.1

676.5

691.3

662.5

703.4

714.2

727.5

748.6

695.8



708.6

749.2

672.8

776.9

685.5

743.0

770.4

639.4

678.5

715.2

766.0

668.9

739.8

773.8

695.7

655.8

686.3

740.8

674.4

770.9

689.0

722.0

695.8

777.0

866.7

657.9

807.3

694.8

743.9

730.6

713.6

763.2

685.7

768.1

761.2

749.6

750.0

695.8

793.9

738.6

681.2

708.9

697.0

841.9



693.6

730.2

671.1

731.6

769.3

725.5

790.4

694.0

696.3

743.5

740.0

698.6

649.6

713.0

724.9

695.6

635.4

713.4

763.3

781.9

673.5

679.3

660.3

797.8

758.4

678.4

718.2

694.6

747.1

733.1

662.6

698.5

834.8

791.3

704.7

724.6

672.6

686.8

743.6

700.0

681.1

752.0

724.9

806.9



647.3

699.2

709.1

711.4

698.4

767.1

669.6

752.6

703.2

744.6

689.0

754.7

704.5

724.0

739.4

716.4

672.7

805.1

669.3

770.8

673.2

700.3

804.7

708.1

670.3

674.3

763.3

685.6

660.3

754.3

611.8

708.4

752.9

704.8

714.5

705.9

720.8

656.4

677.1

647.5

792.7

753.3

791.7

721.8



656.8

696.9

693.6

845.6

759.6

736.6

681.0

672.4

667.6

725.0

777.5

671.5

685.4

660.5

761.1

741.9

635.7

676.8

644.5

703.7

685.1

687.6

723.5

683.6

722.6

714.6

765.6

768.6

687.2

705.1

691.9

699.1

719.7

760.1

810.3

714.0

719.5

796.4

815.0

752.2

699.9

723.2

730.2

669.7



754.1

671.6

720.4

669.6

688.9

688.5

743.3

762.8

636.7

765.0

679.1

739.5

678.3

739.4

658.3

751.2

643.9

674.2

723.3

768.4

669.8

709.9

717.9

758.6

655.7

686.9

686.9

746.0

717.7

678.6

734.8

697.7

769.6

789.9

728.5

660.4

679.8

722.8

762.5

731.4

749.8

693.0

833.2

708.6



680.1

688.3

669.2

670.5

700.5

776.2

644.5

678.5

624.2

627.7

747.3

754.3

743.2

682.8

803.5

667.1

768.3

769.7

826.9

732.6

780.1

738.8

675.2

763.2

704.0

730.6

728.3

684.4

683.5

663.8

677.0

854.4

679.0

745.7

767.4

661.1

709.8

631.9

686.9

711.9

693.5

693.8

686.2

695.4



711.8

665.4

668.1

751.2

662.5

752.7

738.3

685.9

715.7

716.2

674.7

730.3

703.5

695.4

771.1

647.6

688.5

720.5

646.3

768.9

663.3

808.8

733.3

724.3

739.0

702.5

694.7

777.3

715.4

674.5

709.6

668.6

667.1

675.9

727.1

717.0

722.2

784.7

657.5

631.3

642.0

684.6

649.2

690.0



658.9

666.4

710.9

723.8

683.2

715.7

688.7

731.3

785.4

666.2

687.7

674.7

715.6

666.6

695.4

639.3

670.5

699.5

679.2

677.4

715.8

722.3

771.1

790.2

759.6

684.1

729.4

719.4

664.1

705.4

726.3

738.9

680.8

649.3

828.9

732.7

709.2

652.9

810.5

704.0

707.9

802.4

665.9

789.4



742.9

718.3

717.1

759.9

722.0

777.2

706.8

797.9

773.6

661.4

647.7

758.9

711.0

683.5

698.1

669.3

725.2

725.6

699.3

704.0

619.8

696.9

628.4

781.4

694.6

660.6

708.6

721.3

745.4

792.9

716.2

743.2

772.6

810.6

719.1

725.0

713.4

788.2

653.8

845.1

776.2

710.6

710.2

723.8



711.6

673.4

751.5

716.3

650.8

726.3

695.5

651.1

733.7

658.0

675.8

697.6

655.9

736.0

708.2

656.7

727.9

698.9

682.4

714.1

887.3

639.6

699.0

743.2

725.4

717.3

752.3

684.7

654.7

663.4

756.1

828.8

720.6

639.4

632.5

743.6

689.3

753.8

696.6

735.7

711.2

709.0

709.8

706.3



762.2

762.6

703.6

825.0

791.8

704.6

702.8

707.7

696.8

746.9

734.6

661.7

688.6

727.2

633.5

771.6

729.6

711.4

697.3

661.8

721.5

667.4

704.5

726.1

713.0

703.5

703.6

626.1

732.2

721.1

792.7

694.6

687.6

793.3

729.8

667.4

681.4

723.9

677.2

670.6

733.0

764.4

709.4

786.3



722.2

704.2

699.4

743.0

697.6

724.7

712.2

713.1

687.4

757.1

746.3

702.7

742.5

646.7

717.0

703.5

744.2

751.8

704.7

756.4

693.4

692.0

695.4

797.4

884.7

691.0

753.4

692.8

775.1

748.3

787.2

767.2

707.4

688.0

803.7

661.0

730.3

686.1

734.0

685.7

651.6

721.1

865.8

736.0



675.3

698.5

810.4

667.6

762.3

664.9

695.7

699.8

738.4

764.0

672.7

681.0

708.2

713.0

659.1

733.3

698.5

728.6

682.4

645.2

708.9

728.5

804.4

680.4

649.2

662.5

668.6

748.7

756.0

675.6

713.6

690.9

814.3

748.7

682.0

726.6

689.7

691.8

700.6

698.2

649.3

725.5

671.5

653.5



640.2

738.5

670.9

710.1

684.6

667.2

734.5

713.1

655.3

723.8

663.3

696.8

721.0

636.5

685.0

731.7

701.1

704.7

668.1

743.0

760.3

657.0

656.6

706.4

705.9

637.9

732.2

700.1

688.1

716.3

675.2

727.6

644.9

756.2

821.8

756.9

695.4

837.7

722.5

678.7

697.7

637.0

652.8

735.8



676.2

776.6

758.8

806.3

827.5

723.7

685.2

631.7

694.7

706.3

697.4

695.8

745.7

711.9

714.8

670.2

745.6

734.9

753.8

759.8

690.2

710.0

791.6

710.4

716.3

627.0

726.5

639.3

685.5

645.0

699.0

699.4

748.5

665.6

705.9

657.6

710.0

677.5

705.9

706.7

673.0

752.5

740.4

694.6



673.1

674.4

771.6

747.6

776.1

661.6

734.8

701.4

683.5

648.7

750.6

700.4

757.8

683.3

692.9

723.9

660.5

755.4

752.8

733.6

660.8

730.3

637.2

685.1

706.1

751.2

706.5

666.2

713.2

739.8

689.0

822.3

659.7

688.5

667.3

743.9

725.4

809.0

683.3

726.3

706.7

705.7

778.9

698.8



771.2

725.6

764.6

680.0

745.3

757.3

665.5

685.8

697.2

661.4

709.0

653.0

671.1

743.6

754.6

762.8

736.9

689.4

742.0

675.2

687.5

676.8

633.3

683.4

671.9

684.3

741.1

664.0

715.1

705.4

725.8

700.9

674.1

692.6

737.9

702.5

737.5

673.7

661.7

664.5

723.6

686.2

754.9

723.0



709.5

727.1

736.1

733.5

676.8

688.9

680.9

664.7

807.3

761.9

679.4

671.7

679.1

724.7

707.6

640.3

733.3

675.2

754.0

715.3

821.6

754.4

668.4

665.6

687.8

685.1

733.1

713.2

734.9

729.2

677.5

667.3

694.3

668.3

774.0

727.0

680.5

791.0

746.4

723.4

759.8

656.4

652.8

797.1



717.8

699.6

735.9

693.2

720.0

777.7

822.0

780.5

708.1

702.7

670.6

713.7

747.7

662.6

721.2

647.6

706.6

767.8

682.1

801.9

736.9

662.9

726.1

664.1

729.8

842.2

709.6

691.2

737.9

638.9

748.9

723.8

729.4

669.2

733.9

833.5

789.6

884.3

712.8

703.6

657.9

733.3

751.9

695.3

VFM Model Tool

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