Statistical Discrete Test

CORRELATIONS

/VARIABLES=sales time marketpo advertis marketsh marketsc accounts workload rating

/PRINT=TWOTAIL NOSIG

/MISSING=PAIRWISE.

Correlations

Output Created

Comments

Data

Active Dataset

Filter

Weight

Split File

N of Rows in Working Data FileDefinition of Missing

Cases Used

Syntax

Processor Time

Elapsed Time

Input

Missing Value Handling

Resources

00:00:00.031

00:00:00.031

CORRELATIONS /VARIABLES=sales time marketpo advertis marketsh marketsc accounts workload rating /PRINT=TWOTAIL NOSIG /MISSING=PAIRWISE.

Statistics for each pair of variables are based on all the cases with valid data for that pair.

User-defined missing values are treated as missing.

25

<none>

<none>

<none>

DataSet1

X:\Ekachidd\Multiple Regression\Case-MultipleR.sav

04-Feb-2014 15:02:59

Notes

[DataSet1] X:\Ekachidd\Multiple Regression\Case-MultipleR.sav

accountsmarketscmarketshadvertismarketpotimesalesPearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

sales

time .758**.251.106.249.454*1.623**

25252525252525

.000.013.014.002.002.001

.754**.489*.484*.596**.598**.623**1

Correlations

**. Correlation is significant at the 0.01 level (2-tailed).

*. Correlation is significant at the 0.05 level (2-tailed).

ratingworkloadPearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

sales

time .101-.179

2525

.046.577

.402*-.117

Correlations



accountsmarketscmarketshadvertismarketpotimesalesSig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

25252525252525

.272.004.911.041.078.631.046

.229.549**-.024.411*.359.101.402*

25252525252525

.341.163.087.188.212.391.577

-.199-.288.349-.272-.259-.179-.117

25252525252525

.110.046.338.016.000.000

1.327.403*.200.479*.758**.754**

25252525252525

.110.685.064.195.225.013

.3271.085.377.268.251.489*

25252525252525

.046.685.201.312.613.014

.403*.0851.264-.211.106.484*

25252525252525

.338.064.201.405.230.002

.200.377.2641.174.249.596**

25252525252525

.016.195.312.405.023.002

.479*.268-.211.1741.454*.598**

25252525252525

.000.225.613.230.023.001

Correlations



ratingworkloadSig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

Pearson Correlation

Sig. (2-tailed)

N

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

2525

.180

1-.277

2525

.180

-.2771

2525

.272.341

.229-.199

2525

.004.163

.549**-.288

2525

.911.087

-.024.349

2525

.041.188

.411*-.272

2525

.078.212

.359-.259

2525

.631.391

Correlations



REGRESSION

/DESCRIPTIVES MEAN STDDEV CORR SIG N

/MISSING LISTWISE

/STATISTICS COEFF OUTS R ANOVA

/CRITERIA=PIN(.05) POUT(.10)

/NOORIGIN

/DEPENDENT sales

/METHOD=ENTER time marketpo advertis marketsh marketsc accounts workload rating

/SCATTERPLOT=(*ZRESID ,*ZPRED)

/RESIDUALS DURBIN HIST(ZRESID) NORM(ZRESID).

Regression

Output Created

Comments

Data

Active Dataset

Filter

Weight

Split File


Cases Used

Syntax

Processor Time

Elapsed Time

Memory Required

Additional Memory Required for Residual Plots

Input


Resources

856 bytes

4012 bytes

00:00:01.469

00:00:01.438

REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT sales /METHOD=ENTER time marketpo advertis marketsh marketsc accounts workload rating /SCATTERPLOT=(*ZRESID ,*ZPRED) /RESIDUALS DURBIN HIST(ZRESID) NORM(ZRESID).

Statistics are based on cases with no missing values for any variable used.


25

<none>

<none>

<none>

DataSet1


04-Feb-2014 15:03:10

Notes


NStd. DeviationMeansales

time 2586.7916287.6404

251313.078803.3746E3

Descriptive Statistics

NStd. DeviationMeanmarketpo

advertis

marketsh

marketsc

accounts

workload

rating 25.959203.7440

253.6700718.0608

2545.578021.2270E2

25.62105.0956

252.459797.5648

252689.079814.3574E3

2515714.537923.8858E4


accountsmarketscmarketshadvertismarketpotimesalessales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

sales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

sales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

Pearson Correlation

Sig. (1-tailed)

N

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

.136.002.455.021.039.315.023

.170.082.043.094.106.195.288

..055.023.169.008.000.000

.055..342.032.097.113.007

.023.342..101.156.307.007

.169.032.101..203.115.001

.008.097.156.203..011.001

.000.113.307.115.011..000

.000.007.007.001.001.000.

.229.549-.024.411.359.101.402

-.199-.288.349-.272-.259-.179-.117

1.000.327.403.200.479.758.754

.3271.000.085.377.268.251.489

.403.0851.000.264-.211.106.484

.200.377.2641.000.174.249.596

.479.268-.211.1741.000.454.598

.758.251.106.249.4541.000.623

.754.489.484.596.598.6231.000

Correlations

ratingworkloadsales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

sales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

sales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

Pearson Correlation

Sig. (1-tailed)

N

2525

2525

2525

2525

2525

2525

2525

2525

2525

..090

.090.

.136.170

.002.082

.455.043

.021.094

.039.106

.315.195

.023.288

1.000-.277

-.2771.000

.229-.199

.549-.288

-.024.349

.411-.272

.359-.259

.101-.179

.402-.117

Correlations

MethodVariables Removed

Variables Entered

1

Enter.

rating, marketsh, time, workload, advertis, marketpo, marketsc, accounts a

ModelModel

Variables Entered/Removedb

a. All requested variables entered.

b. Dependent Variable: sales

Durbin-Watson

Std. Error of the Estimate

Adjusted R SquareR SquareR

1 1.872449.02651.883.922.960a

ModelModel

Model Summaryb

a. Predictors: (Constant), rating, marketsh, time, workload, advertis, marketpo, marketsc, accounts


Sig.FMean SquaredfSum of

SquaresRegression

Residual

Total

1

244.138E7

201624.811163225996.974

.000a23.6544769278.18583.815E7ModelModel

ANOVAb

a. Predictors: (Constant), rating, marketsh, time, workload, advertis, marketpo, marketsc, accounts


Std. ErrorB Beta t Sig.

Standardized CoefficientsUnstandardized Coefficients

(Constant)

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

1

.950.064.006128.5098.221

.565.588.05533.67519.798

.2621.162.1934.7755.550

.1391.557.138186.783290.834

.0092.969.37367.028199.035

.0063.205.309.047.151

.0004.536.445.008.037

.3131.041.1331.9312.010

.071-1.937778.607-1508.048ModelModel

Coefficientsa

a. Dependent Variable: sales

NStd. DeviationMeanMaximumMinimumPredicted Value

Residual

Std. Predicted Value

Std. Residual 25.816.0001.757-1.223

251.000.0002.219-1.584

25366.62861.000007.88986E2-5.4935E2

251260.856613.3746E36.1719E31.3770E3

Residuals Statisticsa


Charts

Regression Standardized Residual

210-1-2

Fre

qu

ency

5

4

3

2

1

0

Histogram

Dependent Variable: sales

Mean =-2.84E-16Std. Dev. =0.816

N =25

Observed Cum Prob

1.00.80.60.40.20.0

Exp

ecte

d C

um

Pro

b

1.0

0.8

0.6

0.4

0.2

0.0

Normal P-P Plot of Regression Standardized Residual


Regression Standardized Predicted Value

3210-1-2

Reg

ress

ion

Sta

nd

ard

ized

Res

idu

al

2

1

0

-1

-2

Scatterplot


REGRESSION


/MISSING LISTWISE



/NOORIGIN

/DEPENDENT sales

/METHOD=STEPWISE time marketpo advertis marketsh marketsc accounts workload rating



Regression

Output Created

Comments

Data

Active Dataset

Filter

Weight

Split File


Cases Used

Syntax

Processor Time

Elapsed Time

Memory Required


Input


Resources

856 bytes

4492 bytes

00:00:02.140

00:00:02.125

REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT sales /METHOD=STEPWISE time marketpo advertis marketsh marketsc accounts workload rating /SCATTERPLOT=(*ZRESID ,*ZPRED) /RESIDUALS DURBIN HIST(ZRESID) NORM(ZRESID).



25

<none>

<none>

<none>

DataSet1


04-Feb-2014 15:03:27

Notes



time

marketpo 2515714.537923.8858E4

2586.7916287.6404

251313.078803.3746E3


NStd. DeviationMeanadvertis

marketsh

marketsc

accounts

workload

rating 25.959203.7440

253.6700718.0608

2545.578021.2270E2

25.62105.0956

252.459797.5648

252689.079814.3574E3


accountsmarketscmarketshadvertismarketpotimesalessales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

sales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

sales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

Pearson Correlation

Sig. (1-tailed)

N

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

25252525252525

.136.002.455.021.039.315.023

.170.082.043.094.106.195.288

..055.023.169.008.000.000

.055..342.032.097.113.007

.023.342..101.156.307.007

.169.032.101..203.115.001

.008.097.156.203..011.001

.000.113.307.115.011..000

.000.007.007.001.001.000.

.229.549-.024.411.359.101.402

-.199-.288.349-.272-.259-.179-.117

1.000.327.403.200.479.758.754

.3271.000.085.377.268.251.489

.403.0851.000.264-.211.106.484

.200.377.2641.000.174.249.596

.479.268-.211.1741.000.454.598

.758.251.106.249.4541.000.623

.754.489.484.596.598.6231.000

Correlations

ratingworkloadsales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

sales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

sales

time

marketpo

advertis

marketsh

marketsc

accounts

workload

rating

Pearson Correlation

Sig. (1-tailed)

N

2525

2525

2525

2525

2525

2525

2525

2525

2525

..090

.090.

.136.170

.002.082

.455.043

.021.094

.039.106

.315.195

.023.288

1.000-.277

-.2771.000

.229-.199

.549-.288

-.024.349

.411-.272

.359-.259

.101-.179

.402-.117

Correlations


Variables Entered

1 Stepwise (Criteria: Probability-of-F-to-enter <= .050, Probability-of-F-to-remove >= .100).

.accounts

ModelModel

Variables Entered/Removeda



Variables Entered

2

3


.marketsh

Stepwise (Criteria: Probability-of-F-to-enter <= .050, Probability-of-F-to-remove >= .100).

.marketpo


.advertis

ModelModel



Durbin-Watson



1

2

3

4 1.596453.84176.881.900.949d

582.64389.803.828.910c

650.40036.755.775.880b

881.10084.550.568.754a

ModelModel

Model Summarye

a. Predictors: (Constant), accounts

b. Predictors: (Constant), accounts, advertis

c. Predictors: (Constant), accounts, advertis, marketpo

d. Predictors: (Constant), accounts, advertis, marketpo, marketsh

e. Dependent Variable: sales


SquaresRegression

Residual

Total

Regression

Residual

Total

Regression

Residual

Total

Regression

Residual

Total

1

2

3

4

244.138E7

205972.342204119446.846

.000d45.2259315193.90243.726E7

244.138E7

339473.903217128951.967

.000c33.6321.142E733.425E7

244.138E7

423020.625229306453.743

.000b37.9101.604E723.207E7

244.138E7

776338.698231.786E7

.000a30.3022.352E712.352E7ModelModel

ANOVAe

a. Predictors: (Constant), accounts

b. Predictors: (Constant), accounts, advertis

c. Predictors: (Constant), accounts, advertis, marketpo

d. Predictors: (Constant), accounts, advertis, marketpo, marketsh




(Constant)

accounts

(Constant)

accounts

advertis

(Constant)

accounts

advertis

marketpo

(Constant)

accounts

advertis

marketpo

marketsh

1

2

3

4

.0013.822.35649.745190.147

.0004.791.457.008.038

.0004.741.358.037.175

.0043.216.3202.8659.214

.003-3.404423.587-1441.962

.0192.533.262.009.022

.0004.767.443.045.216

.0005.186.5402.99915.554

.416-.830394.406-327.245

.0004.496.464.050.227

.0006.407.6612.97319.048

.903.123407.61550.289

.0005.505.7543.94621.722

.1821.377515.251709.320ModelModel

Coefficientsa


Beta In t Sig.Partial

Correlation Tolerance

Collinearity Statistics

time

marketpo

advertis

marketsh

marketsc

workload

rating

time

marketpo

marketsh

marketsc

workload

rating

time

marketsh

marketsc

workload

rating

time

marketsc

workload

rating

1

2

3

4

.738.095.683.414.035d

.605.154.504.681.063d

.776.347.1241.611.124d

.355.244.2871.095.129d

.745.006.978.028.003c

.877.459.0322.312.204c

.782.205.359.939.096c

.573.650.0013.822.356c

.407-.059.794-.264-.038c

.808.140.523.650.074b

.904.312.1481.503.155b

.792.232.2861.094.124b

.802.222.3081.044.118b

.765.484.0192.533.262b

.416.020.926.094.015b

.948.359.0851.803.242a

.960.051.814.239.034a

.893.390.0591.989.271a

.838.299.1561.469.214a

.960.692.0004.496.464a

.771.411.0462.113.307a

.426.120.576.568.121a

ModelModel

Excluded Variablese

a. Predictors in the Model: (Constant), accounts

b. Predictors in the Model: (Constant), accounts, advertis

c. Predictors in the Model: (Constant), accounts, advertis, marketpo

d. Predictors in the Model: (Constant), accounts, advertis, marketpo, marketsh



Residual


Std. Residual 25.913.0002.059-1.737

251.000.0002.210-1.387

25414.29895.000009.34473E2-7.8824E2

251246.006553.3746E36.1280E31.6465E3



Charts


3210-1-2

Fre

qu

ency

6

5

4

3

2

1

0

Histogram


Mean =3.57E-16Std. Dev. =0.913

N =25

Observed Cum Prob

1.00.80.60.40.20.0

Exp

ecte

d C

um

Pro

b

1.0

0.8

0.6

0.4

0.2

0.0




3210-1-2

Reg

ress

ion

Sta

nd

ard

ized

Res

idu

al

3

2

1

0

-1

-2

Scatterplot


REGRESSION


/MISSING LISTWISE



/NOORIGIN

/DEPENDENT sales

/METHOD=STEPWISE marketpo advertis marketsh time



Regression

Output Created

Comments

Data

Active Dataset

Filter

Weight

Split File


Cases Used

Syntax

Processor Time

Elapsed Time

Memory Required


Input


Resources

888 bytes

2620 bytes

00:00:01.889

00:00:01.875

REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT sales /METHOD=STEPWISE marketpo advertis marketsh time /SCATTERPLOT=(*ZRESID ,*ZPRED) /RESIDUALS DURBIN HIST(ZRESID) NORM(ZRESID).



25

<none>

<none>

<none>

DataSet1


04-Feb-2014 15:04:50

Notes



marketpo

advertis 252689.079814.3574E3

2515714.537923.8858E4

251313.078803.3746E3


NStd. DeviationMeanmarketsh

time 2586.7916287.6404

252.459797.5648


timemarketshadvertismarketposalessales

marketpo

advertis

marketsh

time

sales

marketpo

advertis

marketsh

time

sales

marketpo

advertis

marketsh

time

Pearson Correlation

Sig. (1-tailed)

N

2525252525

2525252525

2525252525

2525252525

2525252525

..307.115.011.000

.307..101.156.007

.115.101..203.001

.011.156.203..001

.000.007.001.001.

1.000.106.249.454.623

.1061.000.264-.211.484

.249.2641.000.174.596

.454-.211.1741.000.598

.623.484.596.5981.000

Correlations


Variables Entered

1


.advertis


.time

ModelModel




Variables Entered

3


.marketsh


.marketpo

ModelModel



Durbin-Watson



1

2

3

4 1.240463.94643.875.896.947d

769.97913.656.699.836c

872.48061.559.595.772b

1049.31855.361.388.623a

ModelModel

Model Summarye

a. Predictors: (Constant), time

b. Predictors: (Constant), time, advertis

c. Predictors: (Constant), time, advertis, marketpo

d. Predictors: (Constant), time, advertis, marketpo, marketsh



SquaresRegression

Residual

Total

Regression

Residual

1

2

761222.415221.675E7

.000b16.1801.232E722.463E7

244.138E7

1101069.424232.532E7

.001a14.5821.606E711.606E7ModelModel

ANOVAe







SquaresTotal

Regression

Residual

Total

Regression

Residual

Total

2

3

4

244.138E7

215246.287204304925.749

.000d43.0619268824.17643.708E7

244.138E7

592867.867211.245E7

.000c16.2669643332.41632.893E7

244.138E7ModelModel

ANOVAe








(Constant)

time

(Constant)

time

advertis

(Constant)

time

1

2

3

.0192.534.3472.0725.250

.1041.701462.785787.154

.0033.357.470.068.230

.0023.611.5062.1197.651

.0004.797355.1691703.741

.0013.819.6232.4689.424

.0008.457301.3682548.670ModelModel

Coefficientsa




advertis

marketpo

(Constant)

time

advertis

marketpo

marketsh

3

4

.0006.152.48642.182259.484

.0006.203.531.007.044

.0014.014.312.038.152

.0073.006.2521.2703.817

.007-2.978440.737-1312.437

.0142.692.363.011.030

.0023.604.447.061.218ModelModel

Coefficientsa


Beta In t Sig.Partial

Correlation Tolerance

Collinearity Statistics

marketpo

advertis

marketsh

marketpo

marketsh

marketsh

1

2

3 .833.809.0006.152.486c

.928.498.0152.634.329b

.790.507.0142.692.363b

.989.537.0072.982.422a

.938.582.0033.357.470a

.794.452.0272.377.397a

ModelModel

Excluded Variablesd

a. Predictors in the Model: (Constant), time

b. Predictors in the Model: (Constant), time, advertis

c. Predictors in the Model: (Constant), time, advertis, marketpo

d. Dependent Variable: sales


Residual


Std. Residual 25.913.0001.632-1.481

251.000.0001.973-1.474

25423.52321.000007.56938E2-6.8716E2

251242.901463.3746E35.8274E31.5426E3



Charts


210-1-2

Fre

qu

ency

6

5

4

3

2

1

0

Histogram


Mean =-9.26E-16Std. Dev. =0.913

N =25

Observed Cum Prob

1.00.80.60.40.20.0

Exp

ecte

d C

um

Pro

b

1.0

0.8

0.6

0.4

0.2

0.0




210-1-2

Reg

ress

ion

Sta

nd

ard

ized

Res

idu

al

2

1

0

-1

-2

Scatterplot


REGRESSION


/MISSING LISTWISE



/NOORIGIN

/DEPENDENT sales

/METHOD=ENTER marketpo advertis marketsh time



Regression

Output Created

Comments

Data

Active Dataset

Filter

Weight

Split File


Cases Used

Syntax

Processor Time

Elapsed Time

Memory Required


Input


Resources

888 bytes

2380 bytes

00:00:01.436

00:00:01.422

REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS R ANOVA /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT sales /METHOD=ENTER marketpo advertis marketsh time /SCATTERPLOT=(*ZRESID ,*ZPRED) /RESIDUALS DURBIN HIST(ZRESID) NORM(ZRESID).



25

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DataSet1


04-Feb-2014 15:05:58

Notes



marketpo

advertis 252689.079814.3574E3

2515714.537923.8858E4

251313.078803.3746E3


NStd. DeviationMeanmarketsh

time 2586.7916287.6404

252.459797.5648


timemarketshadvertismarketposalessales

marketpo

advertis

marketsh

time

sales

marketpo

advertis

marketsh

time

sales

marketpo

advertis

marketsh

time

Pearson Correlation

Sig. (1-tailed)

N

2525252525

2525252525

2525252525

2525252525

2525252525

..307.115.011.000

.307..101.156.007

.115.101..203.001

.011.156.203..001

.000.007.001.001.

1.000.106.249.454.623

.1061.000.264-.211.484

.249.2641.000.174.596

.454-.211.1741.000.598

.623.484.596.5981.000

Correlations


Variables Entered

1

Enter.

time, marketsh, advertis, marketpo a

ModelModel

Variables Entered/Removedb

a. All requested variables entered.


Durbin-Watson



1 1.240463.94643.875.896.947a

ModelModel

Model Summaryb

a. Predictors: (Constant), time, marketsh, advertis, marketpo



SquaresRegression

Residual

Total

1

244.138E7

215246.287204304925.749

.000a43.0619268824.17643.708E7ModelModel

ANOVAb

a. Predictors: (Constant), time, marketsh, advertis, marketpo




(Constant)

marketpo

advertis

marketsh

time

1

.0073.006.2521.2703.817

.0006.152.48642.182259.484

.0014.014.312.038.152

.0006.203.531.007.044

.007-2.978440.737-1312.437ModelModel

Coefficientsa



Residual


Std. Residual 25.913.0001.632-1.481

251.000.0001.973-1.474

25423.52321.000007.56938E2-6.8716E2

251242.901463.3746E35.8274E31.5426E3



Charts


210-1-2

Fre

qu

ency

6

5

4

3

2

1

0

Histogram


Mean =3.05E-16Std. Dev. =0.913

N =25

Observed Cum Prob

1.00.80.60.40.20.0

Exp

ecte

d C

um

Pro

b

1.0

0.8

0.6

0.4

0.2

0.0




210-1-2

Reg

ress

ion

Sta

nd

ard

ized

Res

idu

al

2

1

0

-1

-2

Scatterplot


Statistical Discrete Test

Documents

Transcript of Statistical Discrete Test