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Discrete choice modeling is a widely used econometric approach to analyze the behavior of decision makers (customers, travelers, etc.) in business and economic studies.The multinomial logit model is one of the most commonly used models in discrete choice analysis.This study investigates statistical inference for a semiparametric multinomial logit model.