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Examining the Influence of Regressor Distributions and Exclusion Restrictions on Heckman Selection Model Performance

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  • Honny, Emmanuel
  • Chung, Chanjin

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  • Honny, Emmanuel & Chung, Chanjin, 2025. "Examining the Influence of Regressor Distributions and Exclusion Restrictions on Heckman Selection Model Performance," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361100, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea25:361100
    DOI: 10.22004/ag.econ.361100
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    References listed on IDEAS

    as
    1. Leung, Siu Fai & Yu, Shihti, 1996. "On the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 197-229.
    2. Robinson, Peter M, 1982. "On the Asymptotic Properties of Estimators of Models Containing Limited Dependent Variables," Econometrica, Econometric Society, vol. 50(1), pages 27-41, January.
    3. Hung-Pin Lai & Wen-Jen Tsay, 2018. "Maximum simulated likelihood estimation of the panel sample selection model," Econometric Reviews, Taylor & Francis Journals, vol. 37(7), pages 744-759, August.
    4. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    5. Arabmazar, Abbas & Schmidt, Peter, 1982. "An Investigation of the Robustness of the Tobit Estimator to Non-Normality," Econometrica, Econometric Society, vol. 50(4), pages 1055-1063, July.
    6. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    7. Thapa, Samir & Morrison, Mark & Parton, Kevin A, 2021. "Willingness to pay for domestic biogas plants and distributing carbon revenues to influence their purchase: A case study in Nepal," Energy Policy, Elsevier, vol. 158(C).
    8. S. Trevis Certo & John R. Busenbark & Hyun‐soo Woo & Matthew Semadeni, 2016. "Sample selection bias and Heckman models in strategic management research," Strategic Management Journal, Wiley Blackwell, vol. 37(13), pages 2639-2657, December.
    9. Sartori, Anne E., 2003. "An Estimator for Some Binary-Outcome Selection Models Without Exclusion Restrictions," Political Analysis, Cambridge University Press, vol. 11(2), pages 111-138, April.
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