MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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A psychology professor studies the relationship between anxiety(X) and test performance (Y). Ten students take an anxiety questionnaire prior to taking the final exam. Below is the SPSS printout of the regression equation.

Correlations

 

Anxiety

FinalExam

Anxiety

Pearson Correlation

1

-.691*

Sig. (2-tailed)

 

.027

N

10

10

FinalExam

Pearson Correlation

-.691*

1

Sig. (2-tailed)

.027

 

N

10

10

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

 

ANOVAa

 

Model

Sum of Squares

df

Mean Square

F

Sig.

 

1

Regression

861.959

1

861.959

7.301

.027b

 

Residual

944.441

8

118.055

 

 

 

Total

1806.400

9

 

 

 

 

a. Dependent Variable: FinalExam

 

b. Predictors: (Constant), Anxiety

 

Coefficientsa

Model

Unstandardized Coefficients

Standardized Coefficients

t

Sig.

B

Std. Error

Beta

1

(Constant)

125.883

21.111

 

5.963

.000

Anxiety

-1.429

.529

-.691

-2.702

.027

a. Dependent Variable: FinalExam

                         

 

  1. State hypothesis for the correlation:
  2. Is the correlation significant using α = .05?

 

  1. State the conclusion in APA format.

 

  1. Evaluate the regression equation using α = .05 and state the conclusion in APA format.
  2. what is the regression equation?

 

  1. Using the regression equation, if a student gets an anxiety score of 44, what would you expect his final exam score to be?
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