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

Author

Listed:
  • Daniele Pacifico

    () (Italian Department of the Treasury)

  • Hong il Yoo

    () (Durham University)

Abstract

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
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    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. Cordula Hinkes & Inken Christoph-Schulz, 2020. "No Palm Oil or Certified Sustainable Palm Oil? Heterogeneous Consumer Preferences and the Role of Information," Sustainability, MDPI, Open Access Journal, vol. 12(18), pages 1-26, September.
    3. Stone, Janine & Costanigro, Marco & Goemans, Christopher, 2018. "Public Opinion on ColoradoWater Rights Transfers: Are Policy Preferences Consistent with Concerns over Impacts?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 43(3), September.
    4. José L. Oviedo & Hong Il Yoo, 2017. "A Latent Class Nested Logit Model for Rank-Ordered Data with Application to Cork Oak Reforestation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(4), pages 1021-1051, December.
    5. Wakamatsu, Mihoko & Shin, Kong Joo & Wilson, Clevo & Managi, Shunsuke, 2018. "Exploring a Gap between Australia and Japan in the Economic Valuation of Whale Conservation," Ecological Economics, Elsevier, vol. 146(C), pages 397-407.
    6. 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).
    7. Douadia Bougherara & Lana Friesen & Céline Nauges, 2020. "Risk Taking with Left- and Right-Skewed Lotteries," Discussion Papers Series 619, School of Economics, University of Queensland, Australia.
    8. 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.
    9. 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.
    10. 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).
    11. Marco Costanigro & Yuko Onozaka, 2020. "A Belief‐Preference Model of Choice for Experience and Credence Goods," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(1), pages 70-95, February.
    12. Blake, Miranda R. & Lancsar, Emily & Peeters, Anna & Backholer, Kathryn, 2019. "Sugar-sweetened beverage price elasticities in a hypothetical convenience store," Social Science & Medicine, Elsevier, vol. 225(C), pages 98-107.
    13. Yan Feng & Arne Risa Hole & Milad Karimi & Aki Tsuchiya & Ben van Hout, 2018. "An exploration of the non‐iterative time trade‐off method to value health states," Health Economics, John Wiley & Sons, Ltd., vol. 27(8), pages 1247-1263, August.
    14. 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.
    15. Wakamatsu, Hiroki, 2019. "Heterogeneous Consumer Preference for Seafood Sustainability in Japan," MPRA Paper 92390, University Library of Munich, Germany.
    16. Oreoluwa Ola & Luisa Menapace, 2020. "Revisiting constraints to smallholder participation in high‐value markets: A best‐worst scaling approach," Agricultural Economics, International Association of Agricultural Economists, vol. 51(4), pages 595-608, July.
    17. 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.
    18. Haile, Kaleab K. & Tirivayi, Nyasha & Tesfaye, Wondimagegn, 2019. "Farmers’ willingness to accept payments for ecosystem services on agricultural land: The case of climate-smart agroforestry in Ethiopia," Ecosystem Services, Elsevier, vol. 39(C).
    19. Olena Mandrik & Alesya Yaumenenka & Rolando Herrero & Marcel F Jonker, 2019. "Population preferences for breast cancer screening policies: Discrete choice experiment in Belarus," PLOS ONE, Public Library of Science, vol. 14(11), pages 1-17, November.
    20. 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.
    21. Lee, Misuk & Choi, Hyunhong & Koo, Yoonmo, 2017. "Inconvenience cost of waste disposal behavior in South Korea," Ecological Economics, Elsevier, vol. 140(C), pages 58-65.
    22. 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.
    23. Gutsche, Gunnar & Ziegler, Andreas, 2019. "Which private investors are willing to pay for sustainable investments? Empirical evidence from stated choice experiments," Journal of Banking & Finance, Elsevier, vol. 102(C), pages 193-214.

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