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lclogit: A Stata command for fitting latent-class conditional logit models via the expectation-maximization algorithm


  • Daniele Pacifico

    () (Italian Department of the Treasury)

  • Hong il Yoo

    () (Durham University)


In this article, we describe lclogit, a Stata command for fitting a discrete-mixture or latent-class logit model via the expectation-maximization algorithm. Copyright 2013 by StataCorp LP.

Suggested Citation

  • Daniele Pacifico & Hong il Yoo, 2013. "lclogit: A Stata command for fitting latent-class conditional logit models via the expectation-maximization algorithm," Stata Journal, StataCorp LP, vol. 13(3), pages 625-639, September.
  • Handle: RePEc:tsj:stataj:v:13:y:2013:i:3:p:625-639
    Note: to access software from within Stata, net describe

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    References listed on IDEAS

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    7. Pacifico, Daniele, 2012. "Fitting nonparametric mixed logit models via expectation-maximization algorithm," Stata Journal, StataCorp LP, vol. 12(2), pages 1-17.
    8. Hole, Arne Risa, 2007. "Fitting mixed logit models by using maximum simulated likelihood," Stata Journal, StataCorp LP, vol. 7(3), pages 1-14.
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    Cited by:

    1. Andersson, Henrik & Hole, Arne Risa & Svensson, Mikael, 2016. "Valuation of small and multiple health risks: A critical analysis of SP data applied to food and water safety," Journal of Environmental Economics and Management, Elsevier, vol. 75(C), pages 41-53.
    2. repec:ags:jlaare:276502 is not listed on IDEAS
    3. repec:kap:enreec:v:68:y:2017:i:4:d:10.1007_s10640-016-0058-7 is not listed on IDEAS
    4. repec:eee:ecolec:v:146:y:2018:i:c:p:397-407 is not listed on IDEAS
    5. Vierth , Inge & Lindgren, Samuel & de Jong, Gerard & Baak , Jaap & Hovi , Inger Beate & Berglund , Moa & Edwards, Henrik, 2017. "Recommendation for a new commodity classification for the national freight model Samgods," Working papers in Transport Economics 2017:11, CTS - Centre for Transport Studies Stockholm (KTH and VTI).
    6. Claassen, Roger & Langpap, Christian & Wu, JunJie, 2015. "Impacts of Federal Crop Insurance on Land Use and Environmental Quality," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205340, Agricultural and Applied Economics Association.
    7. Sylvaine Lemeilleur & Julie Subervie & Anderson Edilson Presoto & Roberta de Castro Souza & Maria Sylvia Macchione Saes, 2016. "Eco-certified contract choice among coffee farmersin Brazil," Working Papers 16-09, LAMETA, Universtiy of Montpellier.
    8. Gunnar Gutsche & Andreas Ziegler, 2016. "Are private investors willing to pay for sustainable investments? A stated choice experiment," MAGKS Papers on Economics 201640, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    9. Costanigro, Marco & Onozaka, Yuko, 2018. "A Belief-Preference Model of Choice for Experience and Credence Goods," Working Papers 276053, Colorado State University, Department of Agricultural and Resource Economics.
    10. repec:eee:socmed:v:225:y:2019:i:c:p:98-107 is not listed on IDEAS
    11. Gärtner, Manja & Sandberg, Anna, 2014. "Is there an omission effect in prosocial behavior?," SSE Working Paper Series in Economics 2014:1, Stockholm School of Economics, revised 03 Dec 2015.
    12. Wakamatsu, Hiroki, 2019. "Heterogeneous Consumer Preference for Seafood Sustainability in Japan," MPRA Paper 92390, University Library of Munich, Germany.
    13. Börger, Tobias & Hattam, Caroline, 2017. "Motivations matter: Behavioural determinants of preferences for remote and unfamiliar environmental goods," Ecological Economics, Elsevier, vol. 131(C), pages 64-74.
    14. Paolo Liberati & Francesco Crespi & Massimo Paradiso & Simone Tedeschi & Antonio Scialà, 2018. "Smokers Are Different: The Heterogeneity Of Smokers’ Responses To Price Increases," Departmental Working Papers of Economics - University 'Roma Tre' 0237, Department of Economics - University Roma Tre.
    15. repec:eee:ecolec:v:140:y:2017:i:c:p:58-65 is not listed on IDEAS
    16. Van Sandt, Anders T. & Costanigro, Marco & Thilmany McFadden, Dawn D., 2017. "The Impact of Consumer Heterogeneity and Surrounding Amenities in Determining Traveler Behavior: A Choice Experiment on Agritourism," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259118, Agricultural and Applied Economics Association.
    17. repec:eee:jbfina:v:102:y:2019:i:c:p:193-214 is not listed on IDEAS


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