The independent random variables each , are postulated to depend on covariates through the model,

a) Derive the equation which the maximum likelihood estimator of satisfies.

b) For the special case where each solve the equation in part (a). You may assume that the number of is , and that for of the cases where

I'm really stuck on the part (b), can anyone either point me in the right direction or come up with a solution? Thanks!