SAUSS: Stochastic Approximation with Unbiased Simulated Scores for Limited Dependent Variable Models

Sokbae Lee, Yuan Liao, Myung Hwan Seo +1

Multinomial choice models allow flexible substitution patterns but become computationally demanding with many alternatives or observations. With a fixed per-observation simulation…