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Well known parametric estimators for multinomial choice (multinomial logit, nested logit, multinomial probit, mixed logit) have the disadvantage of dealing with nuisance parameters in the error term distribution: multinomial logit assumes them away, nested logit imposes priori restrictions on...
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