SCENARIO 14-18
a Logistic Regression Model Was Estimated in Order

question 370

True/False

SCENARIO 14-18
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).
The PHStat output is given below:
Binary Logistic Regression $$\begin{array}{l}\begin{array} { l r r r r } \hline { \text { Predictor } } & \text { Coefficients } & \text { SE Coef } & { Z } & p \text {-Value } \\\hline \text { Intercept } & - 3.9594 & 1.6741 & - 2.3650 & 0.0180 \\\text { SAT } & 0.0028 & 0.0011 & 2.5459 & 0.0109 \\\text { Toefl90:1 } & 0.1928 & 0.5827 & 0.3309 & 0.7407\end{array}\\\\\begin{array} { l l } \text { Deviance } & 101.9826\end{array}\end{array}$$
-Referring to Scenario 14-18, there is not enough evidence to conclude that the
model is not a good-fitting model at a 0.05 level of significance.

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Definitions:

Group Members

Group members refer to individuals who belong to a specific collective or team, each potentially contributing diverse perspectives and skills towards achieving common goals.

Dramatistic Pentad

Kenneth Burke’s core questions of act, scene, agent, agency, and purpose for analysis of motives.

Symbolic Convergence

The condition of group members being in agreement on the organizational symbolism or stories that unite them.

Group Members

Individuals who belong to a specific group or team that shares common goals, tasks, or interests.