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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