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Estimating Binary choice models from cohort data

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  • Collado, M. Dolores

Abstract

In this paper we discuss the estimation of binary choice models with individual effects, when the data available are time series of independent cross-sections. We specify a random effects model assuming that the conditional expectation of the individual effects is a linear function of the explanatory variables, and we show how to obtain a consistent estimator of the reduced form parameters. Then, we consider a minimum distance estimator and a within-groups estimator of the structural parameters, and we derive their asymptotic distributions. Finally, we carry out some Monte Carlo simulations to analyze the small sample performance of our estimators.

Suggested Citation

  • Collado, M. Dolores, 1997. "Estimating Binary choice models from cohort data," DES - Working Papers. Statistics and Econometrics. WS 6225, Universidad Carlos III de Madrid. Departamento de Estadística.
    • Handle: RePEc:cte:wsrepe:6225
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    References listed on IDEAS

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    1. Chamberlain, Gary, 1987. "Asymptotic efficiency in estimation with conditional moment restrictions," Journal of Econometrics, Elsevier, vol. 34(3), pages 305-334, March.
    2. Chamberlain, Gary, 1984. "Panel data," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 22, pages 1247-1318, Elsevier.
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    4. Orazio P. Attanasio & Guglielmo Weber, 1993. "Consumption Growth, the Interest Rate and Aggregation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 631-649.
    5. Olympia Bover & Manuel Arellano, 1997. "Estimating limited dependent variable models from panel data," Investigaciones Economicas, Fundación SEPI, vol. 21(2), pages 141-166, May.
    6. Manuel Arellano & Olympia Bover, 1990. "La econometría de datos de panel," Investigaciones Economicas, Fundación SEPI, vol. 14(1), pages 3-45, January.
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    Cited by:

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    3. repec:lan:wpaper:4356 is not listed on IDEAS
    4. A Aggarwal & R Freguglia & G Johnes & G Spricigo, 2011. "Education and labour market outcomes : evidence from India," Working Papers 615663, Lancaster University Management School, Economics Department.
    5. repec:lan:wpaper:4355 is not listed on IDEAS

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    Keywords

    Time series of cross-sections;

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