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Results of a regression analysis of data

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Reference no: EM133035652

The results of a regression analysis of this data, with score as the predictor variable and amount as the response are given below. 

ANOVA

 

 

 

 

 

df

SS

MS

F

Significance F

Regression

1

4567.49

4567.49

5.312105

0.022215

Residual

198

170245.7

859.8268

 

 

Total

199

174813.2

 

 

 

 

Coefficients

Standard Error

t Stat

P-value

Lower 95%

Upper 95%

Intercept

16.40905

10.67363

1.537345

0.125805

-4.63954

37.45764

score

0.246269

0.106851

2.3048

0.022215

0.035558

0.45698

(b) Type the predicted regression equation.

(c) Use the predicted regression equation to predict amount if score is 120.

(d) Using the confidence interval, is the slope of the regression line statistically significantly different from zero?

(e) What does the R square value tell you about the regression?

(f) What else should you check about this regression?

SUMMARY OUTPUT

Regression Statistics

Multiple R

0.161641

R Square

0.026128

Adjusted R Square

0.021209

Standard Error

29.3228

Observations

200

Reference no: EM133035652

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