SCENARIO 13-18
a Logistic Regression Model Was Estimated in Order

question 132

Short Answer

SCENARIO 13-18
A logistic regression model was estimated in order to predict the probability that a randomly chosen university or college would be a private university using information on mean total Scholastic Aptitude Test score (SAT) at the university or college and whether the TOEFL criterion is at least 90 (Toefl90 = 1 if yes, 0 otherwise.) The dependent variable, Y, is school type (Type = 1 if private and 0 otherwise).There are 80 universities in the sample.
The PHStat output is given below:
Binary Logistic Regression $$\begin{array}{l}\begin{array} { l r r r r } \hline { \text { Predictor } } & \text { Coefficients } & \text { SE Coef } &{ Z } & p \text {-Value } \\\hline \text { Intercept } & - 3.9594 & 1.6741 & - 2.3650 & 0.0180 \\\text { SAT } & 0.0028 & 0.0011 & 2.5459 & 0.0109 \\\text { Toefl90:1 } & 0.1928 & 0.5827 & 0.3309 & 0.7407\\\text { Deviance } & 101.9826\\\end{array}\\\end{array}$$
-Referring to SCENARIO 13-18, what are the degrees of freedom for the chi-square distribution when testing whether the model is a good-fitting model?

---

Definitions:

General Partners

Parties in a partnership who are responsible for the management of the partnership and are personally liable for its debts.

Limited Partners

Investors in a limited partnership who are only liable for the business's debts and obligations up to the amount of their investment.

Limited Partnership

A form of partnership featuring both general partners, with unlimited liability, and limited partners, with liability limited to their investment.

Tax-Paying Entity

An individual or organization required by law to pay taxes to a governmental authority.