Hybrid Choice Models with Logit Kernel: Applicability to Large Scale Models1

By Denis Bolduc, Moshe E. Ben-Akiva, Joan L. Walker, Alain Michaud. 2005

123 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/7973fd90e3540db213031a0ece65dae5dedde53c

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In Economics and Econometrics

Citations in the corpus

Incorporating pro-environmental preferences towards green automobile technologies through a Bayesian hybrid choice model (2013, methodology): “…– discrete unobservable variation in the taste parameters – through a latent class model (Greene and Hensher 2003) and the introduction of latent (unobserved) constructs as explanatory variables of choice according to an integrated choice and latent variable (ICLV) model (Bolduc et al. 2005).”
Investigating the subjective and objective factors influencing teenagers’ school travel mode choice – An integrated choice and latent variable model (2015, methodology): “…et al., 2005; Bhat and Dubey, 2014).3 Although the number of applications of ICLV models has been on the rise in the last decade (see, for example, Bolduc et al., 2005; Johansson et al., 2006; Temme et al., 2008; Abou-Zeid et al., 2011; Daly et al., 2012; Polydoropoulou et al., 2014; Kamargianni…”
Using ordered attitudinal indicators in a latent variable choice model: a study of the impact of security on rail travel behaviour (2011, methodology): “2 The integrated latent variable and discrete choice-modelling framework (Sources: Walker and Ben-Akiva 2002; Bolduc et al. 2005)”
Analysis of mode choice for intercity travel: Application of a hybrid choice model to two distinct US corridors (2018, methodology): “We conduct our analysis using a hybrid choice model or integrated choice and latent variable (ICLV) structure (Ben-Akiva et al., 1999a; Ashok et al., 2002; Ben-Akiva et al., 2002; Bolduc et al., 2005).”
Values, attitudes and travel behavior: a hierarchical latent variable mixed logit model of travel mode choice (2014, background): “For a more general treatment the reader is referred to Ashok et al. (2002); Walker and Ben-Akiva (2002), and Bolduc et al. (2005).”
Accounting for Latent Attitudes in Willingness-to-Pay Studies: The Case of Coastal Water Quality Improvements in Tobago (2012, methodology): “However, a growing literature, especially in transport research (Ben-Akiva et al., 1999; Ashok et al., 2002; Ben-Akiva et al., 2002; Bolduc et al., 2005), argues that this leads to two distinct problems.”
A New Estimation Approach to Integrate Latent Psychological Constructs in Choice Modeling (2014, methodology): “While the number of applications of ICLV models has been on the rise in recent years (see, for example, Johansson et al., 2006, Bolduc et al., 2005, Temme et al., 2008, Daly et al., 2012, and Alvarez-Daziano and Bolduc, 2013), the use of such models is severely hampered by (1) the restrictive…”
A New Generalized Heterogeneous Data Model (GHDM) to Jointly Model Mixed Types of Dependent Variables (2015, background): “But when this approach is extended to include a nominal indicator, it essentially takes the form of an integrated choice and latent variable (ICLV) model (Ben-Akiva et al., 2002, and Bolduc et al., 2005).”