Seminario “Bayesian sample selection model with multinomial endogenous switching for non-randomly missing travel behavior outcomes”

Seminario “Bayesian sample selection model with multinomial endogenous switching for non-randomly missing travel behavior outcomes”

Expone: 

Hajime Watanabe. JSPS research fellow at the University of Tokyo, Japan

• Martes 06 de Septiembre 2022/ 12:00 hrs
• Inglés
• Sala B06/ youtube.com/dicuchilefcfm
• Abstract:

The sample selection modeling approach has been applied to describe unobserved dependency between residential location choice and travel behavior due to residential self-selection. Sample selection models describe a missing data mechanism in which expected travel behavior outcomes in residential locations are incidentally truncated by actual residential location choice, referred to as endogenous switching. This study proposes a general sample selection modeling framework with a multinomial endogenous switching. The proposed model has a large-scale open-form structure, and this study thus employs an efficient MCMC algorithm according to the model structure for the parameter estimation. The proposed model can be a useful tool for providing insights into coordination between land use and transportation planning.

• Inscríbete aquí: https://bit.ly/HaWatanabe