A Comparison between Latent Class Model and Mixed Logit Model for Transport Mode Choice: Evidences from Two Datasets of Japan
This paper applies two recent stated choice survey datasets of Japan to investigate the difference between the latent class model (LCM) and the mixed logit model (MLM) for transport mode choice. A detailed comparison is carried out, focusing on comparing values of time savings, direct choice elasticities, predicted choice probabilities and prediction success indices. Furthermore, a test on non-nested model is also utilized to help determine which model is superior to another one. The results suggest that the LCM performs better than the MLM in both datasets.
|Date of creation:||Jan 2006|
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