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The Method of Generalized Ordered Probit with Selectivity: Application to Marital Happiness

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  • Karen Leppel

Abstract

This paper introduces and demonstrates the use of the method of Generalized Ordered Probit with Selectivity (GOPS). It simultaneously estimates (1) functions that describe the relations between the explanatory variables and an ordered dependent variable such as marital happiness, and (2) the selectivity function that pertains to being married. It does not presume the equality-of-slopes assumption of conventional ordered probit. The GOPS method is demonstrated for modeling marital happiness. The results are compared to those from conventional ordered probit and generalized ordered probit without selectivity. Copyright Springer Science+Business Media New York 2015

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  • Karen Leppel, 2015. "The Method of Generalized Ordered Probit with Selectivity: Application to Marital Happiness," Journal of Family and Economic Issues, Springer, vol. 36(3), pages 451-461, September.
    • Handle: RePEc:kap:jfamec:v:36:y:2015:i:3:p:451-461
    DOI: 10.1007/s10834-014-9407-2
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    References listed on IDEAS

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    1. 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.
    2. Ann Troost & Ad Vermulst & Jan Gerris & Koen Matthijs & Jerry Welkenhuysen-Gybels, 2006. "Effects of Spousal Economic and Cultural Factors on Dutch Marital Satisfaction," Journal of Family and Economic Issues, Springer, vol. 27(2), pages 235-262, June.
    3. David Maume & Rachel Sebastian, 2012. "Gender, Nonstandard Work Schedules, and Marital Quality," Journal of Family and Economic Issues, Springer, vol. 33(4), pages 477-490, December.
    4. William H. Greene & David A. Hensher, 2008. "Modeling Ordered Choices: A Primer and Recent Developments," Working Papers 08-26, New York University, Leonard N. Stern School of Business, Department of Economics.
    5. Daphne Pedersen & Krista Minnotte, 2012. "Dual Earner Husbands and Wives: Marital Satisfaction and the Workplace Culture of Each Spouse," Journal of Family and Economic Issues, Springer, vol. 33(3), pages 272-282, September.
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    Cited by:

    1. Wang, Jianxin & Yuan, Caiyun & Zhang, Qian & Houser, Daniel, 2023. "Parents’ absence harms norm obedience of girls more than boys," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 17-29.
    2. Jeffrey Dew, 2021. "Ten Years of Marriage and Cohabitation Research in the Journal of Family and Economic Issues," Journal of Family and Economic Issues, Springer, vol. 42(1), pages 52-61, July.

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