Which of the Following Statements About Logistic Regression Is False

question 23

Multiple Choice

Which of the following statements about logistic regression is false?

• A)Logistic regression estimates the probability that an individual is in a particular category.
• B)Logistic regression uses a nonlinear function of the explanatory variables for classification.
• C)Logistic regression is essentially regression with a binary dependent variable.
• D)Logistic regression requires that the error terms are uniformly distributed.

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Definitions:

Tolerance Limit

Refers to the maximum and minimum allowable limits within which a process or product's parameters must fall to be considered acceptable.

Standard Deviation

Standard deviation is a statistical measure quantifying the amount of variation or dispersion from the average in a set of data.

Control Limits

The boundaries in a control chart within which a process metric is considered to be in a state of control; exceeding these limits signals a potential problem or variability.

Sample Range

The difference between the largest and smallest values in a statistical sample, used as a measure of statistical dispersion or variability.