Which of the Following Possible Response Variables Is Most Appropriate

question 60

Multiple Choice

Which of the following possible response variables is most appropriate to predict using a classification tree?

• A) annual product demand
• B) weekly natural gas consumption
• C) grade point average
• D) annual amount charged (in $) by a credit card holder
• E) whether or not a discount club member will renew their membership

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Definitions:

Political Business Cycle

Economic fluctuations that result from the cycle of electoral politics and policy adjustments.

Zero Inflation

A situation where there is no general increase in the prices of goods and services in an economy over time.

Temporary Costs

Expenses that are not permanent or enduring, typically occurring for a limited time period.

Permanent Benefits

Long-term advantages or income received from an investment, job, or government policy.