In logistic regression, the values of the parameters are estimated using?
A) Maximum-likelihood probability
B) Minimum-likelihood estimation
C) Minimum-likelihood probability
D) Maximum-likelihood estimation

Question

Quizplus · Accepted Answer

In logistic regression, the values of the parameters (coefficients) are estimated using maximum-likelihood estimation. The goal is to find the coefficients that maximize the likelihood of observing the data that we have. Maximum likelihood estimation involves finding the values of the coefficients that maximize the probability of observing the outcome variable given the predictor variables. Therefore, the answer is D.

In Logistic Regression, the Values of the Parameters Are Estimated