Robust Binary and Multinomial Logit Models for Classification with Data Uncertainties

Baichuan Mo, Yunhan Zheng, Xiaotong Guo +2

Binary logit (BNL) and multinomial logit (MNL) models are the two most widely used discrete choice models for travel behavior modeling and prediction. However, in many scenarios, t…