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Mathematics & Economics

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Statistics Project

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# Prepare the Statistics Project: Regression charts from SSPS (Statistics Project Sample)

Instructions:

regression charts from spss

source..Content:

Descriptive Statistics

Mean

Std. Deviation

N

Age

38.74

15.361

27

Weight

154.41

36.911

27

Cholestrol

212.41

28.105

27

Pressure

130.26

14.325

27

IQ

109.93

9.430

27

Sodium

139.26

6.763

27

Correlations

Age

Weight

Cholestrol

Pressure

IQ

Sodium

Age

Pearson Correlation

1

.368

.469*

.715**

.141

.540**

Sig. (2-tailed)

.059

.014

.000

.484

.004

N

27

27

27

27

27

27

Weight

Pearson Correlation

.368

1

.108

.622**

.230

.797**

Sig. (2-tailed)

.059

.590

.001

.248

.000

N

27

27

27

27

27

27

Cholestrol

Pearson Correlation

.469*

.108

1

.461*

-.275

.339

Sig. (2-tailed)

.014

.590

.016

.164

.083

N

27

27

27

27

27

27

Pressure

Pearson Correlation

.715**

.622**

.461*

1

-.027

.681**

Sig. (2-tailed)

.000

.001

.016

.893

.000

N

27

27

27

27

27

27

IQ

Pearson Correlation

.141

.230

-.275

-.027

1

.254

Sig. (2-tailed)

.484

.248

.164

.893

.201

N

27

27

27

27

27

27

Sodium

Pearson Correlation

.540**

.797**

.339

.681**

.254

1

Sig. (2-tailed)

.004

.000

.083

.000

.201

N

27

27

27

27

27

27

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

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

Variables Entered/Removeda

Model

Variables Entered

Variables Removed

Method

1

Pressure

.

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

a. Dependent Variable: Age

Model Summaryb

Model

R

R Square

Adjusted R Square

Std. Error of the Estimate

Change Statistics

R Square Change

F Change

df1

df2

Sig. F Change

1

.715a

.511

.491

10.960

.511

26.074

1

25

.000

a. Predictors: (Constant), Pressure

b. Dependent Variable: Age

ANOVAa

Model

Sum of Squares

df

Mean Square

F

Sig.

1

Regression

3132.081

1

3132.081

26.074

.000b

Residual

3003.105

25

120.124

Total

6135.185

26

a. Dependent Variable: Age

b. Predictors: (Constant), Pressure

Coefficientsa

Model

Unstandardized Coefficients

Standardized Coefficients

t

Sig.

Correlations

Collinearity Statistics

B

Std. Error

Beta

Zero-order

Partial

Part

Tolerance

VIF

1

(Constant)

-61.064

19.659

-3.106

.005

Pressure

.766

.150

.715

5.106

.000

.715

.715

.715

1.000

1.000

a. Dependent Variable: Age

Excluded Variablesa

Model

Beta In

t

Sig.

Partial Correlation

Collinearity Statistics

Tolerance

VIF

Minimum Tolerance

1

Weight

-.124b

-.687

.499

-.139

.613

1.632

.613

...

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