I still don't think the exp(lp)/(1+exp(lp)) gonna work. Since this is 
conditional logit model, while this formula is only used in unconditional ones. 
By using this, one neglects the information based on stratum. Though I don't 
know how to solve it to. I am also working on a project on this and I do hope 
there's someone explaining this problem. Will that be a possibility that the 
phat can never be estimated as we never know the individual intercept?




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