Question: Let {yi,xi}ni=1 be samples from model with logistic response function: E(Y|X)=P(Y =1|X)=(X)= exp(+X) 1+exp(+X) where Y given X is a binary random virable (Y =

Let {yi,xi}ni=1 be samples from model with logistic response function: E(Y|X)=P(Y =1|X)=(X)= exp(+X) 1+exp(+X) where Y given X is a binary random virable (Y = 1 or Y = 0) with success probability (X) and X is a random variable taking real values. Try to specify the likelihood and log-likelihood function and derive the MLE for and

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