The likelihood function for the logistic regression model is given in Equation 17.8. It may be tempting to write a function, say lik_Logistic, which is proportional to the likelihood function. However, optimize does not return the MLE! Write a program and check if you can obtain the MLE.

Data from in Equation 17.8

Transcribed Image Text:

L(B,y)=(x)[1 - π(x;)]¹. i=1 (17.8)