
Given the maximum likelihood estimators β0 , β1 , what are the associated predicted probabilities in terms of fri, for k, l E {0, 1)? Express your answer in terms of foo (enter "A"), f01 (ent...
Even though logistic regression is formulated with continuous input data in mind, one can also try to apply it to categorical inputs. For example, consider the following set-up: We observe n samples Yİ E {0, 1). i = 1, . . . , n , and covariates Xi E {0, , . . . , n . Moreover, assume that given X,, the Y are independent. First, let us apply regular maximal likelihood estimation. To this end, write and assume...