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Bayesian mixture modeling approach to account for heterogeneity in speed data

  • Published:2010-06 Issue:5 Volume:44 Page:662-673
  • ISSN:0191-2615
  • Container-title:Transportation Research Part B: Methodological
  • language:en
  • Short-container-title:Transportation Research Part B: Methodological

Author:

Park Byung-Jung,Zhang Yunlong,Lord Dominique

Publisher

Elsevier BV

Subject

Management Science and Operations Research,Transportation,Civil and Structural Engineering

Reference26 articles.

1. Likelihood and Bayesian analysis of mixtures;Aitkin;Statistical Modelling,2001

2. Model Selection and Multi-Model Inference. A Practical Information Theoretic Approach;Burnham,2002

3. Maximum likelihood from incomplete data via the EM algorithm;Dempster;Journal of the Royal Statistical Society Series B,1977

4. Speed distribution curves under mixed traffic conditions;Dey;Journal of Transportation Engineering,2006

5. Estimation of finite mixture distributions through Bayesian sampling;Diebolt;Journal of the Royal Statistical Society Series B,1994

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