Which of the following statements about logistic and probit regression models is

Question

Which of the following statements about logistic and probit regression models is true? The logistic and probit regression models. . .

a. use the same likelihood functions but produce different coefficient estimates

b. use different likelihood functions but produce the same coefficient estimates

c. use different likelihood functions and produce different coefficient estimates

d. produce identical coefficient estimates but one will usually fit the data much better than the other

e. None of these / cannot say

Explanation / Answer

The answer is C. use different likelihood functions and produce different coefficient estimates. But both can be used for same purpose of classification

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