Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the...

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Workshop On Interest Rate Mathematics

Transcript of Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the...

Page 1: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Workshop

On

Interest Rate Mathematics

Page 2: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

I

Interest Rates

The interest rate is the amount paid by the borrower to the lender for the use of the lender’s funds.

Two major assumptions / conventions used in calculating interest rates and rates of return are the,

per annum standardization and

number of compounds

Page 3: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Per Annum Normalization

The most obvious of the interest rate conventions is that interest rates are quoted on a nominal per annum basis (p.a.).

Compound Period

A compound period is a length of time at the end of which interest earned is capitalized.

Page 4: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

t

Frequency of Compounding

The numerical value of an interest rate is dependent upon an assumption as to frequency of compounding. For example, the growth of a sum of Rs.1000 to Rs.2000 over one year can be expressed as a rate of interest of,

100.00% simple interest

82.84% semi-annual compounding

71.36% monthly compounding

69.78% weekly compounding

Page 5: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

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Frequency of Compounding

One important property of compound interest is that the future value increases with the frequency of compounding. However, the rate of increase of future value decreases as the frequency of compounding increases.

Page 6: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Time Value of Money

The time value of money is represented by the growth of an invested sum. The growth of Rs.1000 to Rs.2000 over a year reveals the value that lenders and borrowers place on time. The increase of Rs.1000 indicates the time value of money.

By convention we express the time value of money as an interest rate per annum. The exact numerical value for the interest rate implied by the time value of money is entirely dependent upon the assumed frequency of compounding.

Page 7: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Simple Interest

Under simple interest, the interest received is proportional to the principal invested and to the time that the funds remain invested.

FV = PV ( 1 + r t )

We can turn the simple interest equation around to show the interest rate on a simple interest investment.

r = ( FV / PV ) * 1/t

Page 8: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

si

Pricing Discount Instruments

These securities do not provide their holder with an explicit interest payment.

In order for the holder to receive the equivalent of an interest payment these securities are sold at price PV, for less than their face value FV, this being the amount repaid by the lender on the security’s maturity date.

PV = FV / ( 1 + r t )

Page 9: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Holding Period Yield

Not all investments actually achieve the yield to maturity, because securities are often sold before they mature. In these cases the investment yield is a holding period yield (HPY). It contains two components.

nominal yield

capital gains/losses

Computation

r = [ Psell / Pbuy – 1 ] / t

Page 10: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Forward Interest Rate

Forward Rate = (1 +Li x Lt)– 1 x __365_

(1+Si x St) (Lt – St)Where,

Li = Long Tenor Interest Rate

Si = Short Tenor Interest Rate

Lt = Long Tenor

St = Short Tenor

• Short Term Yield Curve

Page 11: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

7 14 30 60 90 120 180 2707 8.00%

14 8.25% 8.49%30 8.40% 8.51% 8.50%60 8.60% 8.67% 8.68% 8.74%90 8.65% 8.69% 8.70% 8.71% 8.63%

120 9.00% 9.05% 9.07% 9.14% 9.27% 9.84%180 9.30% 9.34% 9.36% 9.41% 9.52% 9.74% 9.62%270 9.60% 9.63% 9.64% 9.68% 9.75% 9.86% 9.79% 9.75%365 9.75% 9.77% 9.78% 9.80% 9.84% 9.90% 9.83% 9.74% 9.50%

Page 12: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Compound Interest

Compound interest means that the interest adds to the principal and thus in the next period interest is calculated on the principal, plus the previous period’s interest.

FV = PV 1 + i/n t*n Where

FV = Future Value

PV = Present Value

i = Interest Rate per annum

n = Number of compounds per year

t = Time in years

Page 13: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Bond’s and Their Pricing

A bond is a financial instrument consisting of a contract to pay,

1) a fixed sum called the face value at a given future date, called maturity date or redemption date, and

2) a series of equal periodic payments called interest payments.

Page 14: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

t

Compound Interest

The present value and the compound period holding period yield or interest rate can be found by simply rearranging the compound interest equation.

PV = . FV .

1 + i/n t*n

i = (FV/PV)1/t*n – 1 n

Page 15: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

The Basic Features Of A Bond

A bond is characterized by ,

1. its denomination or face value, for example PKR 100 Million;

2. its maturity date, for example, 24-Oct-2012;

3. its coupon rate, for example 10.00% p.a.

4. the frequency of coupon payments per year and the specific dates of each payment; and

5. identification of the issuer.

Page 16: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Bond Pricing • The price of a bond is simply the sum of the present

value of the future cash flows.• Interest rates on a multi-payment instrument, such as

an annuity or bond, are assumed to assumed compound at the same frequency as the cash payments are made. If payments are made quarterly the instrument is priced using yields computed on a quarterly compound basis. If payments are made semi-annually, the instrument is priced using semi-annual yields.

 P = C 1 + C 2 + …………. + (100 + Cn)

(1+i) (1+i)2 (1+i)n

Page 17: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Annuity

• An annuity is a sequence of regular periodic payments. • Commonly occurring examples of Annuities are

premiums on insurance policies, interest payments on bonds and debentures, lease and rental payments, and most loan payments.

Page 18: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Present Value of an Annuity• a n|i = 1 – (1+i)-n

i• A bond’s coupon payments form an annuity, thus the

value of any bond is given as the present value of this annuity added to the discounted amount of the face value.

P = C a n|i + F . (1+i)n

Where,P refers to the bond’s priceF is the Rupee redemption valueC is the coupon amounti is the yield to maturity per compound period andn is the number of interest periods

Page 19: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Accumulation of Interest

• Between the coupon dates a bond conceptually accumulates interest. For broken period bonds calculate the present value till the next coupon date and then discount the value to the current date. This value will include the accrued interest, which needs to be adjusted to arrive at the clean price.

P = Discount Value – Accrued Interest 

Discount Value = 1 . f/d C (1 + a n|i) + . F .

1+i (1+i)n

Page 20: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Accumulation of Interest

Accrued Interest = C * (d – f)

d

Where,

f is the number of days to next interest date and

d is the number of days in the current interest interval

Page 21: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Term Structure of Interest Rates

• Term structure analysis focuses on the relationship between the interest rate attached to an investment and the term of the investment. A security will however, only have an unambiguous length if it makes a single payment at time, t.

Page 22: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Term Structure of Interest Rates

• The ambiguity in the relationship between the yield on coupon bonds and their term may be rectified by estimating the underlying zero coupon yields from the coupon bond yields by conceptually stripping off coupons. In this method coupons are sequentially “stripped” from a bond to reveal the underlying implied zero coupon rate.

Page 23: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Term Structure of Interest Rates

• There are four ways to describe any term structure shape. In each case one of four alternative variables is set out against the term. The four alternative variables are,

1. spot zero coupon interest rates,2. forward interest rates,3. discount factors and4. cumulative sums.

Page 24: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Term Structure of Interest Rates

• Each of these variables are alternative to each other. Each contains the same information and one variable can always be obtained from any other variable. In most cases there is no adequate market for zero coupon instruments hence the term structure must be implied from the yields on coupon bonds.

• The first step in the production of a term structure is to construct a par curve, that is a set of yields on par bonds. A par bond’s coupon rate is equal to the yield and as a consequence the price of a par bond is Rs. 100 per Rs. 100 of face value

Page 25: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Deriving a Set of Discount Factors

• A discount factor is a figure that converts a cash flow in a future period back to the present.

• The value of a bond is simply the sum of its cash flows multiplied by their appropriate discount factors. Thus for a par bond paying a Rs. C per period the following equation holds

 • 100 = C*d1 + C*d2 + …………….. (C+100)*dn

 

Page 26: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Deriving a Set of Discount Factors

This provides us with simple method for sequentially computing discount factors as,

dn = 100 – C (d1 + d2 + ……..dn)

C + 100

 

If we know the first discount factor we can sequentially deduce the rest.

Page 27: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Cumulative Sum

The cumulative sum is the inverse of the discount factor. The cumulative sum converts a present value to a future value.

FVi = PV*CSi

 

Where CSi is the cumulative sum. 

The cumulative sum represents the proceeds of an investment made for i periods. The cumulative sum may be standardized on any starting sum.

Page 28: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Zero Coupon Rates

The zero coupon rates are easily computed from the cumulative sum series. The zero coupon rate, for a particular term, is that rate implied by the growth of an investment over that period. Zero rates may be calculated from either the cumulative sum or the discount factors,

R = CSt 1/2t - 1

CSo

 

= do. 1/2t - 1

dt

Page 29: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Forward Rates• Finally the term structure may be represented by a

series of forward rates. A forward interest rate is a rate on a security that begins its life a time in the future. As the term structure is normally drawn on the basis of semi-annual compounding, the forward rate curve normally plots six month forward rates. 

• Forward rates are easily computed from adjacent cumulative sums

 

f = CFt . – 1 * 2

CFt-1

Page 30: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Term Yield Discount Cummulative Zero ForwardFactor Sum Coupon Rates

- 100.0000 8.50%0.50 8.50% 0.9592 104.2500 8.50% 8.91%1.00 8.70% 0.9183 108.8938 8.70% 9.33%1.50 8.90% 0.8774 113.9726 8.91% 9.76%2.00 9.10% 0.8366 119.5336 9.12% 10.20%2.50 9.30% 0.7960 125.6313 9.34% 10.66%3.00 9.50% 0.7557 132.3282 9.56% 11.14%3.50 9.70% 0.7158 139.6969 9.78% 11.63%4.00 9.90% 0.6765 147.8218 10.01% 11.02%4.50 10.00% 0.6412 155.9663 10.13% 11.28%5.00 10.10% 0.6069 164.7647 10.24% 11.56%5.50 10.20% 0.5738 174.2853 10.36% 11.84%6.00 10.30% 0.5417 184.6054 10.48% 12.14%6.50 10.40% 0.5107 195.8133 10.61% 12.46%7.00 10.50% 0.4807 208.0099 10.74% 12.79%7.50 10.60% 0.4519 221.3110 10.88% 13.14%8.00 10.70% 0.4240 235.8503 11.02% 13.51%8.50 10.80% 0.3972 251.7829 11.16% 13.91%9.00 10.90% 0.3713 269.2897 11.32% 14.33%9.50 11.00% 0.3465 288.5826 11.47% 14.78%

10.00 11.10% 0.3227 309.9120 11.64%

Term Structure of Interest Rates

Page 31: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Interest Rate Risk and Duration

The holder of a bond will realize the purchase yield if,

1. the bond is held to maturity and

2. all coupons are reinvested at the purchase yield.

Changes in yields impinge upon fixed interest returns in two ways.

1. reduce the value of bonds and result in capital losses should bonds have to be liquidated prior to maturity. This is called price risk.

2. reduce the value of reinvested coupons. This is called reinvestment risk.

Page 32: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Price RiskAs interest rates rise, asset values fall. However the extent of the fall depends upon the nature of the asset.

Consider the reaction of three bonds as yields rise from 10%p.a. to 12%p.a.

Term Coupon % Change10.00% 12.00%

2 10.00% 100.00 96.53 -3.47%10 10.00% 100.00 88.53 -11.47%10 6.00% 75.08 65.59 -12.63%

Price

Page 33: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

The above table illustrates two general principals of the sensitivity of a bond to change in yields.

1. the price of low coupon bonds are more sensitive to a given change in market yields than the prices of high coupon bonds; and

2. the price of longer tenor bonds are more sensitive to changes in yields than the prices of shorter maturity bonds.

Page 34: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Duration

Duration is a measure of the average time at which payments are made. While duration is commonly applied to bonds, the concept is applicable to any cash flow.

Duration is measured not as a simple average of the time of payments but as a weighted average.

The timing of payments are weighted by the present value of those payments.

Page 35: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Term Cash Flow Discountedt C PV t*PV0.50 5 4.7619 2.3810 1.00 5 4.5351 4.5351 1.50 5 4.3192 6.4788 2.00 5 4.1135 8.2270 2.50 5 3.9176 9.7941 3.00 105 78.3526 235.0578

Totals 100.0000 266.4738

D= Weighted Time / PriceD= 2.66 Years

5.33 coupon periods

• Duration in this case is lower than the maturity is a consequence of the coupon payments made prior to maturity.

• The only bond with a duration equal to its tenor is a zero-coupon bond whose only payment occurs at maturity.

Page 36: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Measurement of Price SensitivityDuration as a measure of the average time of payment is viewed as a measure of the effective length of life of a security but it is not the principal reason for its use in finance.

Duration is mostly used as a measure of a security’s price sensitivity to changes in interest rates.

This use is a direct result of there being, for a coupon paying bond, a relationship between,

duration; and

the percentage change in the bond’s value caused by a change in interest rates.

Page 37: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Modified Duration

Modified duration provides a measure of the sensitivity of an instrument to small parallel changes in interest rates. Specifically,

D! = D / 1 + i

The left hand side of the above equation is the percentage change in the price of an asset is approximately equal –D! for every 1% change in yields.

The modified duration of the 3 year 10% bond is,

D! = 2.66 / 1.05 = 2.54 years

Page 38: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

• Modified duration predicted price changes will be accurate only for small and parallel changes in the yield curve owing to curvilinear nature of the relationship between price and yield.

Duration Properties

• Duration is able to function as a measure of sensitivity because all other things being equal a bond’s duration will be greater:

1. the smaller the coupon payments relative to the redemption value.

2. the lower is yield and

3. the greater the time to redemption

Page 39: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Asset / Liability Management

Interest rate movements affect the value of both assets and liabilities. If an interest rate change induces a different change in the of liabilities to that of assets then the balance sheet is exposed to interest rate risk.

A way a firm can measure its exposure to interest rate risk is to estimate the difference between the modified duration of its assets and liabilities.

Page 40: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Convexity

Convexity concerns itself with changes in the slope of the bond price line. It provides a second order correction to bond sensitivity equation. Convexity can be expressed as,

C = D!2 + D / 2

1+ i

Convexity, by adding another term, increases the accuracy of the bond sensitivity equation.

ΔP = D! Δr + ½ C Δr²

P

Page 41: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Yield From a Bond Price Change in SensitivityChange Yield of 9% Bond Price

to(1) (2) (3) (4) (5)

0.0000% 9.0000% 127.6024 - -5.0000% 4.0000% 209.4219 81.8195 12.8241%-2.0000% 7.0000% 153.3877 25.7853 10.1038%-1.0000% 8.0000% 139.5855 11.9832 9.3910%-0.5000% 8.5000% 133.3852 5.7829 9.0639%-0.1000% 8.9000% 128.7272 1.1248 8.8150%-0.0010% 8.9990% 127.6135 0.0112 8.7551%0.0010% 9.0010% 127.5912 (0.0112) 8.7539%0.1000% 9.1000% 126.4929 (1.1095) 8.6946%0.5000% 9.5000% 122.2038 (5.3986) 8.4616%1.0000% 10.0000% 117.1591 (10.4433) 8.1842%2.0000% 11.0000% 108.0231 (19.5793) 7.6720%5.0000% 14.0000% 86.6683 (40.9341) 6.4159%

Sensitivity of a 20 Year, 12% Semi-annual CouponFace Value Bond

Price 127.6024 ∑ t * PV 1,167.3579 D 9.1484 YearsD! 8.7545 Years

Page 42: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Bond Prices and Yields

-

50

100

150

200

250

300

350

400

0.00% 2.00% 4.00% 6.00% 8.00% 10.00% 12.00% 14.00% 16.00% 18.00% 20.00%

Yield (%p.a.)

Bo

nd

Pri

ce

Page 43: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

The duration,D = ∑t*PV / Price = 425.0780 / 107.7217 = 3.9461 years

Modified Duration,D! = D / (1+i) = 3.9461 / 1.05 = 3.7582 years

D2 = ∑ t²*PV / Price = 1930.3570 / 107.7217 = 17.9198 years²D2! = D2 / (1+i) = 17.9189 / 1.05 = 17.0665 years²

Sensitivity of a 5 year, 12% p.a. semi-annual coupon bond YTM 10% p.a.

Time (Year) Cash Flow Present Value Time * PV Time^2 * PV1 2 3 1 * 3 1^2 * 3

0.50 6.00 5.7143 2.8571 1.4286 1.00 6.00 5.4422 5.4422 5.4422 1.50 6.00 5.1830 7.7745 11.6618 2.00 6.00 4.9362 9.8724 19.7449 2.50 6.00 4.7012 11.7529 29.3822 3.00 6.00 4.4773 13.4319 40.2956 3.50 6.00 4.2641 14.9243 52.2351 4.00 6.00 4.0610 16.2441 64.9766 4.50 6.00 3.8677 17.4044 78.3200 5.00 106.00 65.0748 325.3740 1,626.8701

Totals 107.7217 425.0780 1,930.3570

Duraton and Convexity

Page 44: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Yield (% p.a.) Price Price Change % Change Modified Duration Duration/Convexity10% 107.7217 0.0000 0.00%

7% 120.7915 13.0698 12.13% 11.27 12.09%13% 96.4056 -11.3162 -10.50% (11.27) -10.46%

Duraton and ConvexitySensitivity of a 5 year, 12% p.a. sei-annual coupon bond

The bond’s convexity, C is computed from

C = (D!2 + D!/2) / (1 + I) = (17.0665 + 3.7582/2) / 1.05

= 18.0434

Page 45: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Yield Price Price % Modified Duration / Barber's(% p.a.) Change Change Duraion Convexity Approximation

10% 107.7217 - 0.00% - 0.00%7% 120.7915 13.0698 12.13% 11.27 12.09% 12.13%

13% 96.4056 (11.3162) -10.50% (11.27) -10.46% -10.50%

Barber's ApproximationSensitivity of a 5 year, 12% p.a. sei-annual coupon bond

Barber’s Approximation• Barber approximated the percentage change by a Taylor

series expansion of the natural log of price,

ΔP = exp -D! Δr + ½ (C – D!²)(Δr)² - 1

P

Page 46: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Convexity Properties

1. For any given yield and coupon the longer the tenor of bond the greater the convexity.

2. For any given yield and maturity, the greater the coupon the smaller the convexity.

3. For any given coupon and maturity, the higher the yield, the smaller the convexity.

4. For any given duration the higher the coupon the higher the convexity.

5. The bond with larger convexity will appreciate more when yields decline and less when yields rise.

Page 47: Workshop On Interest Rate Mathematics. I Interest Rates The interest rate is the amount paid by the borrower to the lender for the use of the lender’s.

Thank You