Are there fundamental differences between liberal arts colleges and universities? In this case, we have information on the top 25 liberal arts colleges and the top 25 universities in the Unites States. We will consider the type of school as our response variable and will use the percent of students who were in the top 10% of their high school class and the amount of money spent per student by the college or university as our explanatory variables. The output from this logistic regression is given on the following page.
Logistic Regression Table

a) Write out the estimated regression equation.
b) Is percent of students in the top 10% of their high school class statistically significant in predicting whether or not the school is a university? Explain.
c) Is the amount of money spent per student statistically significant in predicting whether or not the school is a university? Explain.

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Predictor Coeff SE(Coeff) ChisqP Intercept-13.1461 3.98629 10.89 0.001 Top 10% 0.0845 0.0396345 4.54 0.033 S/Student 0.0003 0.0000860 9.12 0.003