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An Automobile Finance Company Analyzed a Sample of Recent Automobile

question 38

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An automobile finance company analyzed a sample of recent automobile loans to try to determine key factors in identifying borrowers who would be likely to default on their auto loan. The response variable Default equals 1 if the borrower defaulted during the term of the loan and 0 otherwise. The predictor variable AutoDebt% was the ratio (expressed as a percent) of the required loan payments to the borrower's take-home income at the time of purchase. JobTime was the number of years the borrower had worked at their current job at the time of purchase. CredScore was the borrower's credit score at the time of purchase. Below is part of the classification tree the finance company derived from the data collected in the study. Assume they classify those with a default probability estimate of at least .5 as Defaulters. An automobile finance company analyzed a sample of recent automobile loans to try to determine key factors in identifying borrowers who would be likely to default on their auto loan. The response variable Default equals 1 if the borrower defaulted during the term of the loan and 0 otherwise. The predictor variable AutoDebt% was the ratio (expressed as a percent) of the required loan payments to the borrower's take-home income at the time of purchase. JobTime was the number of years the borrower had worked at their current job at the time of purchase. CredScore was the borrower's credit score at the time of purchase. Below is part of the classification tree the finance company derived from the data collected in the study. Assume they classify those with a default probability estimate of at least .5 as Defaulters. Based on this classification tree, a member of the study sample who had a credit score of 523, been at their current job for 1 year, took out a loan with payments equaling 17% of their income, and defaulted would be A) inaccurately classified as a Defaulter. B) inaccurately classified as a non-Defaulter. C) accurately classified as a Defaulter. D) accurately classified as a non-Defaulter. Based on this classification tree, a member of the study sample who had a credit score of 523, been at their current job for 1 year, took out a loan with payments equaling 17% of their income, and defaulted would be

Recognize the role of art in political and social commentary.
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Definitions:

Costume

A costume is a set of clothes worn to portray a particular character or identity, often used in performances, festivals, or themed events.

Formal Operations

In Piaget’s terms, mental operations in which all possible combinations are considered in solving a problem. Consequently, each partial link is grouped in relationship to the whole; in other words, reasoning moves continually as a function of a structured whole.

Appearance/Reality Distinctions

The cognitive ability to differentiate between how things appear and how they actually are.

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Refers to children at the age of three, a development stage characterized by rapid growth in language, social interaction, and cognitive skills.

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