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gllvm 2.0: fast fitting of advanced ordination methods and joint species distribution models. [PDF]
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Setting prices in mixed logit model designs
Marketing Letters, 2015We investigate different procedures to set prices in designs for choice-based conjoint analysis using the mixed logit model which captures latent consumer heterogeneity. Besides discrete attributes, we include a linear price term in the deterministic utility function thereby treating price as continuous variable.
Andreas Falke, Harald Hruschka
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Mixed Logit (or Logit Kernel) Model: Dispelling Misconceptions of Identification
Transportation Research Record: Journal of the Transportation Research Board, 2002Mixed logit is a discrete choice model that has both probit-like disturbances and an additive independent and identically distributed extreme value (or Gumbel) disturbance à la multinomial logit. The result is an intuitive, practical, and powerful model that combines the flexibility of probit (and more) with the tractability of logit.
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EBPs Under Unit-Level Logit Mixed Models
2020The binomial-logit mixed models are generalized linear mixed models for dichotomous or counting variables that take into account the between domains variability, that is not explained through auxiliary variables, by introducing random effects. For fitting the model, this chapter describes the method of simulated moments, the EM and the ML-Laplace ...
Domingo Morales +3 more
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Vacation length choice: A dynamic mixed multinomial logit model
Tourism Management, 2014This paper uses panel data to develop and estimate a dynamic model of choice of the length of stay of a vacation, controlling for unobserved heterogeneity and state dependency. Length of stay options vary from short (1 to 3 nights), medium (4 to 9 nights) to long vacations (10 nights or more) and the decision not to go on vacation in a particular year.
Grigolon, A.B. +3 more
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Mixed Logit Models for Multiparty Elections
Political Analysis, 2001Mixed logit (MXL) is a general discrete choice model thus far unexamined in the study of multicandidate and multiparty elections. Mixed logit assumes that the unobserved portions of utility are a mixture of an IID extreme value term and another multivariate distribution selected by the researcher. This general specification allows MXL to avoid imposing
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Tracking Land Cover Change in Mixed Logit Model
Transportation Research Record: Journal of the Transportation Research Board, 2006As an essential part of integrated land use–transport models, prediction of land cover changes and illumination of the many factors behind such change are always of interest to planners, policy makers, developers, and others. A mixed logit framework is used to study land cover evolution in the Austin, Texas, region, recognizing distance-dependent ...
Xiaokun Wang, Kara M. Kockelman
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