Question
The file P02_12.xlsx includes data on the 50 top graduate programs in the United States, according to a recent U.S. News & World Report survey.
The file P02_12.xlsx includes data on the 50 top graduate programs in the United States, according to a recent U.S. News & World Report survey. Columns B, C, and D contain ratings: an overall rating, a rating by peer schools, and a rating by recruiters. The other columns contain data that might be related to these ratings.
Find a table of correlations between all of the numerical variables. From these correlations, which variables in columns E-L are most highly correlated with the various ratings?
For the Overall rating, run a regression using it as the dependent variable and the variable (from columns E-L) most highly correlated with it. Interpret this equation. Could you have guessed the value of 2 before running the regression? Explain. What does the standard error of estimate indicate?
Repeat part b with the Peers rating as the dependent variable. Repeat again with the Recruiters rating as the dependent variable. Discuss any differences among the three regressions in parts b and c.
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