Question: The academic obtained a new sample ( Sample B ) and fitted a second regression model. The ANOVA table and the regression results are shown

The academic obtained a new sample (Sample B) and fitted a second regression model. The ANOVA table and the regression results are shown below.

ANOVA
df SS MS F Significance F
Regression 1 0.217 0.217 7.23 0.012
Residual 28 0.841 0.03
Total 29 1.058
Regression results on Sample B
Coefficients Standard Error t Stat P-value Lower 95% Upper 95%
Intercept 1.069 0.154 6.934 0.000 0.753 1.384
international co-publication rate 0.517 0.192 2.689 0.012 0.123 0.911

(2 marks) What is the coefficient of determination (2

) of the regression model for Sample B? Answer (3dp) (Hint: Enter your answer as a decimal, such as 0.01)

(1 mark) Which sample (Sample A versus Sample B) has a better model fit? Answer

A. Sample A

B. Sample B

C. Neither Sample A nor Sample B

D. Insufficient information to make a decision

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