Modeling the choice continuum: an integrated model of residential location, auto ownership, bicycle ownership, and commute tour mode choice decisions

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Alternative Modeling Approaches Used for Examining Automobile Ownership: A Comprehensive Review (2014, methodology): “…Micro- Data MNP VO p p – p p – – p Bhat and Guo (2007) USA Travel Survey Mixed multidimensional choice modeling VO p – – – p p – p Yamamoto (2009) Japan Malaysia Trip Survey Trivariate binary probit VO p – – – p p – p Pinjari et al. (2011) USA Travel Survey Mixed multidimensional choice…”
A New Generalized Heterogeneous Data Model (GHDM) to Jointly Model Mixed Types of Dependent Variables (2015, background): “In previous studies on the integration of land-use patterns and activity-travel behavior, such as Pinjari et al. (2011) and Bhat et al. (2014a), correlated unobserved effects among multiple (but limited) choice dimensions were captured through the error terms of the many individual dimensions,…”
Activity-based Travel Demand Analysis (2011, methodology): “There have been a few attempts of integrated land-use and activity-travel behavior studies using the activity-based approach to activity-travel analysis (see Ben-Akiva and Bowman, 1998; Pinjari et al., 2007).”