Reducing simulation bias in mixed logit model estimation

Authors

Description

We propose a bias correction based on Taylor expansion of the log-likelihood for mixed logit model estimation. We illustrate our findings for synthetic and real data, and we present some effects for the value of time evaluation and for predictions.