Approximations of choice probabilities in mixed logit models

DOI10.1016/J.EJOR.2009.01.017zbMath1177.91089OpenAlexW2049417828MaRDI QIDQ1042505

V. Psaraki, Nicholas Kalouptsidis

Publication date: 14 December 2009

Published in: European Journal of Operational Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ejor.2009.01.017

zbMATH Keywords

discrete choicemixed logitapproximate choice probabilitiesrandom utility maximization models

Mathematics Subject Classification ID

Management decision making, including multiple objectives (90B50) Production models (90B30) Production theory, theory of the firm (91B38) Consumer behavior, demand theory (91B42)

Related Items (3)

Addressing endogeneity in aggregate logit models with time-varying parameters for optimal retail-pricing ⋮ Discovering heterogeneous consumer groups from sales transaction data ⋮ Approximations of choice probabilities in mixed logit models

Uses Software

• bayesm

Cites Work

• Semi-Nonparametric Maximum Likelihood Estimation
• Masking identification of discrete choice models under simulation methods
• Classification methods for random utility models with i.i.d. disturbances under the most probable alternative rule
• Approximations of choice probabilities in mixed logit models
• Smooth unbiased multivariate probability simulators for maximum likelihood estimation of limited dependent variable models
• Semiparametric estimation of a work-trip mode choice model
• Forecasting new product penetration with flexible substitution patterns
• Generalized random utility model
• Bayesian Statistics and Marketing
• ERA's: A New Approach to Small Sample Theory
• A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration
• Automobile Prices in Market Equilibrium
• An Efficient Semiparametric Estimator for Binary Response Models

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