TABLE 14-18 A Logistic Regression Model Was Estimated in Order to Predict

question 25

Short Answer

TABLE 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, the room and board expense measured in thousands of dollars (Room/Brd), and whether the TOEFL criterion is at least 550 (Toefl550 = 1 if yes, 0 otherwise.) The dependent variable, Y, is school type (Type = 1 if private and 0 otherwise).
The Minitab output is given below:
-Referring to Table 14-18, what is the estimated probability that a school with an mean SAT score of 1250, a TOEFL criterion that is at least 550, and the room and board expense of 5 thousand dollars will be a private school?

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Definitions:

Supply Function

A mathematical representation showing the relationship between the quantity of a good supplied by producers and various factors influencing that quantity, such as the good's price.

Demand Function

A mathematical representation showing the quantity of a good that consumers are willing and able to purchase at various prices.

Subsidy

A financial contribution granted by the government to reduce the production costs and encourage the supply of certain goods or services.

Quantity Tax

A tax levied on a specific quantity of a good or service, as opposed to its value, affecting the supply and potentially the price.