[HTML][HTML] A Bayesian sample selection model with a binary outcome for handling residential self-selection in individual car ownership
H Watanabe, T Maruyama - Journal of choice modelling, 2024 - Elsevier
Existing literature has applied the sample selection modeling approach to disentangle the
influence of the built environment (BE) and residential self-selection (RSS) on travel …
influence of the built environment (BE) and residential self-selection (RSS) on travel …
Impact of omitted variable and simultaneous estimation endogeneity in choice-based revenue management systems
The demand models used in revenue management systems applied to air transport are
affected by endogeneity. This effect is particularly important in the Discrete Choice Models …
affected by endogeneity. This effect is particularly important in the Discrete Choice Models …
A Joint Mixed-outcome and Instrumental Variable Model for Addressing Endogeneity in Multinomial Choice and Its Consideration Set Formation
H Watanabe, AC Singh - Available at SSRN 4823157, 2024 - papers.ssrn.com
Modeling a two-step choice process consisting of discrete choice and its consideration set
formation has been studied in the literature. The existing modeling techniques address the …
formation has been studied in the literature. The existing modeling techniques address the …