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Multinomial Logit Models with Continuous and Discrete Individual Heterogeneity in R: The gmnl Package
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An empirical assessment of alternative logit models (2010)Does scale heterogeneity acro…The Generalized Multinomial Logit Model: Accounting for Scale and Coefficient Heterogeneity (2009)The Generalized Multinomial L…Utility in Willingness to Pay Space: A Tool to Address Confounding Random Scale Effects in Destination Choice to the Alps (2008)Utility in Willingness to Pay…Discrete Choice Models in Preference Space and Willingness-to-Pay Space (2005)Discrete Choice Models in Pre…Destination Choice Models for Rock Climbing in the Northeastern Alps: A Latent-Class Approach Based on Intensity of Preferences (2005)Destination Choice Models for…The Mixed Logit model: The state of practice (2003)The Mixed Logit model: The st…Discrete Choice Methods with Simulation (2003)Discrete Choice Methods with …A latent class model for discrete choice analysis: contrasts with mixed logit (2003)A latent class model for disc…Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach (2002)Understanding Heterogeneous P…Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model (2001)Quasi-random maximum simulate…Discrete Choice Methods with Simulation (2001)Discrete Choice Methods with …Mixed MNL models for discrete response (2000)Mixed MNL models for discrete…Market Segmentation: Conceptual and Methodological Foundations (1997)Market Segmentation: Conceptu…Conditional logit analysis of qualitative choice behavior (1972)Conditional logit analysis of…Preferences for using the London Underground during the COVID-19 pandemic (2022)Preferences for using the Lon…Exploring public preferences and preference heterogeneity for green and blue infrastructure in urban green spaces (2022)Exploring public preferences …Crowding and Perceived Travel Time in Public Transit: Virtual Reality Compared With Stated Choice Surveys (2022)Crowding and Perceived Travel…Construction of Commuters’ Multi-Mode Choice Model Based on Public Transport Operation Data (2022)Construction of Commuters’ Mu…Predicting strategic medical choices: An application of a quantal response equilibrium choice model (2021)Predicting strategic medical …Exploring shopping travel behavior of millennials in Beijing: Impacts of built environment, life stages, and subjective preferences (2021)Exploring shopping travel beh…Do efforts to reduce packaging waste impact preferences for meal kits? 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References

  • 1972Conditional logit analysis of qualitative choice behavior14,281 cited
  • 2001Discrete Choice Methods with Simulation7,780 cited
  • 2000Mixed MNL models for discrete response4,354 cited
  • 2003Discrete Choice Methods with Simulation3,891 cited
  • 2003The Mixed Logit model: The state of practice2,044 cited
  • 2003A latent class model for discrete choice analysis: contrasts with mixed logit1,894 cited
  • 1997Market Segmentation: Conceptual and Methodological Foundations1,866 cited
  • 2011poLCA : An R Package for Polytomous Variable Latent Class Analysis1,647 cited
  • 2002Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach1,203 cited
  • 2001Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model1,012 cited
  • 2005Discrete Choice Models in Preference Space and Willingness-to-Pay Space874 cited
  • 2009The Generalized Multinomial Logit Model: Accounting for Scale and Coefficient Heterogeneity808 cited
  • 2008Utility in Willingness to Pay Space: A Tool to Address Confounding Random Scale Effects in Destination Choice to the Alps554 cited
  • 2005Destination Choice Models for Rock Climbing in the Northeastern Alps: A Latent-Class Approach Based on Intensity of Preferences403 cited

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  • 2011Assuring finite moments for willingness to pay in random coefficient models388 cited
  • 2010Does scale heterogeneity across individuals matter? An empirical assessment of alternative logit models248 cited
  • Cited by

    • 2020Environmental Valuation with Discrete Choice Experiments241 cited
    • 2020Estimation of Random Utility Models in R: The mlogit Package231 cited
    • 2021Choice modelling in the age of machine learning - Discussion paper140 cited
    • 2022Exploring public preferences and preference heterogeneity for green and blue infrastructure in urban green spaces85 cited
    • 2021Exploring shopping travel behavior of millennials in Beijing: Impacts of built environment, life stages, and subjective preferences34 cited
    • 2022Preferences for using the London Underground during the COVID-19 pandemic29 cited
    • 2021Do efforts to reduce packaging waste impact preferences for meal kits?20 cited
    • 2021Predicting strategic medical choices: An application of a quantal response equilibrium choice model18 cited
    • 2022Crowding and Perceived Travel Time in Public Transit: Virtual Reality Compared With Stated Choice Surveys16 cited
    • 2021Assessing traveler compliance with the social optimum: A stated preference study14 cited
    • 2021A robust permutation test for the concordance correlation coefficient14 cited
    • 2022Construction of Commuters’ Multi-Mode Choice Model Based on Public Transport Operation Data13 cited
    • 2016Collect Now, Consume Later: Modeling Consumer Collection Behavior on Digital Platforms5 cited
    • 2020Attribute non-attendance in choosing the bike as a transport mode in Belgium5 cited
    • 2019Short-distance commuters in the smart city5 cited
    • 2020The influence of waiting time on the value of headway time on a ferry service in Norway4 cited