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Estimation of Dynastic Life-Cycle Discrete Choice Models

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  • George-Levi Gayle
  • Limor Golan
  • Mehmet A. Soytas

Abstract

This paper explores the estimation of a class of life-cycle discrete choice intergenerational models. It proposes a new semiparametric estimator. It shows that it is root-N-consistent and asymptotically normally distributed. We compare our estimator with a modified version of the full solution maximum likelihood estimator (MLE) in a Monte Carlo study. Our estimator performs comparably to the MLE in a finite sample but greatly reduces the computational cost. The paper documents that the quantity-quality trade-offs depend on the household composition and specialization in the household. Using the proposed estimator, we estimate a dynastic model that rationalizes these observed patterns.

Suggested Citation

  • George-Levi Gayle & Limor Golan & Mehmet A. Soytas, 2015. "Estimation of Dynastic Life-Cycle Discrete Choice Models," Working Papers 2015-20, Federal Reserve Bank of St. Louis.
    • Handle: RePEc:fip:fedlwp:2015-020
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    Cited by:

    1. Musab Kurnaz & Mehmet Soytas, 2019. "Early Childhood Investment and Income Taxation," 2019 Meeting Papers 290, Society for Economic Dynamics.
    2. Mehmet Soytas & Limor Golan & George-Levi Gayle, 2014. "What Accounts for the Racial Gap in Time Allocation and Intergenerational Transmission of Human Capital?," 2014 Meeting Papers 83, Society for Economic Dynamics.
    3. Naijia Guo & Charles Ka Yui Leung, 2021. "Do elite colleges matter? The impact on entrepreneurship decisions and career dynamics," Quantitative Economics, Econometric Society, vol. 12(4), pages 1347-1397, November.
    4. Gayle, George-Levi & Golan, Limor & Soytas, Mehmet A., 2022. "What is the source of the intergenerational correlation in earnings?," Journal of Monetary Economics, Elsevier, vol. 129(C), pages 24-45.
    5. Sebastian Galiani & Juan Pantano, 2021. "Structural Models: Inception and Frontier," NBER Working Papers 28698, National Bureau of Economic Research, Inc.
    6. Kurnaz, Musab & Soytas, Mehmet A., 2019. "Intergenerational Income Mobility and Income Taxation," GLO Discussion Paper Series 409, Global Labor Organization (GLO).

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    More about this item

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion

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