Conjugating Variational Inference for Large Mixed Multinomial Logit Models and Consumer Choice

Weiben Zhang, Ruben Loaiza-Maya, Michael Stanley Smith +1

Heterogeneity in multinomial choice data is often accounted for using logit models with random coefficients. Such models are called "mixed", but they can be difficult to estimate f…