Latent class model or mixed logit model? A comparison by transport mode choice data
By Junyi Shen. 2009
262 citations recorded by the source corpus.
Subfields: Economics and Econometrics, Transportation
View Paper: https://www.semanticscholar.org/paper/87dee4bc926a38415462d2a0fae4036a1b0190e9
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Economics and Econometrics
- André Hackbarth
- Reinhard Madlener
- John Axsen
- J. Bailey
- Marisol Castro
- Stephane Hess
- R. Ewing
- Steven Farber
In Transportation
Citations in the corpus
- Willing to participate in vehicle-to-grid (V2G)? Why not! (2018, unknown): “It was favoured to the mixed logit model in recent performance comparisons like Junyi Shen (2009) and Hidrue et al. (2011).”
- Compact development and preference heterogeneity in residential location choice behaviour: A latent class analysis (2015, background): “Also, it is not constrained by a predefined specification of the distribution of individual preferences (Greene and Hensher, 2003; Shen, 2009).”
- Willingness-to-Pay for Alternative Fuel Vehicle Characteristics: A Stated Choice Study for Germany (2014, background): “Furthermore, recent studies (e.g., Greene and Hensher, 2003; Lee et al., 2003; Hynes and Hanley, 2005; Shen, 2009; Hess et al., 2011; Sagebiel, 2011; Keane and Wasi, 2013) have concluded that LCMs also seem to be advantageous over mixed logit models, as they (1) do not need assumptions about the dis”
- Preference and lifestyle heterogeneity among potential plug-in electric vehicle buyers (2015, methodology): “To quantify heterogeneity in consumer preferences, we estimate a latent-class choice model which divides the sample into a pre-defined number of classes (or segments) and estimates separate sets of coefficients for each class (Greene and Hensher, 2003; Shen, 2009; Zito and Salvo, 2012).”
- Latent class structures: taste heterogeneity and beyond (2014, methodology): “…as well as on the discussions in Greene and Hensher (2003), and complements a substantial body of empirical comparisons between the structures, for example in Andrews et al. (2002); Hanley et al. (2002); Greene and Hensher (2003); Scarpa et al. (2005); Provencher and Bishop (2004); Shen (2009).”