Calibrating an Imperfect Auxiliary Predictor for Unobserved No-Purchase Choice

Jiangkai Xiong, Kalyan Talluri, Hanzhao Wang

Firms typically cannot observe key consumer actions: whether customers buy from a competitor, choose not to buy, or even fully consider the firm's offer. This missing outside-optio…