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

question 197

True/False

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, there is not enough evidence to conclude that SAT score makes a significant contribution to the model in the presence of Toefl90 at a 0.05 level of significance.

---

Definitions:

Massachusetts Justice System

The legal and judicative framework operating within the state of Massachusetts, including its courts, laws, and enforcement agencies.

Scientific Explanations

Descriptions or models that use scientific methods and principles to clarify phenomena or events in the natural world.

Slave Resistance

The various ways enslaved African Americans resisted their enslavement, including work slowdowns, escape, and rebellion.

Colonial Chesapeake

Refers to the English colonies in the Chesapeake Bay region, namely Virginia and Maryland, during the 17th and early 18th centuries, known for their tobacco-based economies.