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A simple method for estimating unconditional heterogeneity distributions in correlated random effects models

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  • Wooldridge, Jeffrey M.

Abstract

I propose a general, simple approach to recovering an unconditional heterogeneity distribution when a conditional distribution has been estimated. The approach can be applied to cross section models and panel data models-both static and dynamic-with unobserved heterogeneity.

Suggested Citation

  • Wooldridge, Jeffrey M., 2011. "A simple method for estimating unconditional heterogeneity distributions in correlated random effects models," Economics Letters, Elsevier, vol. 113(1), pages 12-15, October.
    • Handle: RePEc:eee:ecolet:v:113:y:2011:i:1:p:12-15
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    References listed on IDEAS

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    1. Andrew M. Jones & Stefanie Schurer, 2011. "How does heterogeneity shape the socioeconomic gradient in health satisfaction?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(4), pages 549-579, June.
    2. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    3. Richard W. Blundell & James L. Powell, 2004. "Endogeneity in Semiparametric Binary Response Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(3), pages 655-679.
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    5. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    6. Joseph G. Altonji & Rosa L. Matzkin, 2005. "Cross Section and Panel Data Estimators for Nonseparable Models with Endogenous Regressors," Econometrica, Econometric Society, vol. 73(4), pages 1053-1102, July.
    7. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, October.
    8. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    9. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    10. Jeffrey M. Wooldridge, 2005. "Fixed-Effects and Related Estimators for Correlated Random-Coefficient and Treatment-Effect Panel Data Models," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 385-390, May.
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    Cited by:

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    3. Maiko Koga & Koichi Yoshino & Tomoya Sakata, 2020. "Strategic complementarity and asymmetric price setting among firms," BIS Papers chapters, in: Bank for International Settlements (ed.), Inflation dynamics in Asia and the Pacific, volume 111, pages 85-97, Bank for International Settlements.
    4. Francesca DI IORIO & Maria Letizia GIORGETTI, 2017. "Entry and Patents: Evidence from the US Cardiovascular Pharmaceutical Sector," Departmental Working Papers 2017-07, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
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    6. Dzanku, Fred Mawunyo, 2019. "Food security in rural sub-Saharan Africa: Exploring the nexus between gender, geography and off-farm employment," World Development, Elsevier, vol. 113(C), pages 26-43.
    7. F. Di Iorio & M. Letizia Giorgetti, 2020. "Launch of a product and patents: evidence from the US cardiovascular pharmaceutical sector," Industry and Innovation, Taylor & Francis Journals, vol. 27(7), pages 789-803, August.
    8. Dasgupta, Sudipto & Chen, Chen & Huynh, Thanh & Xia, Ying, 2020. "Product Market Competition and the Relocation of Economic Activity: Evidence from the Supply Chain," CEPR Discussion Papers 15056, C.E.P.R. Discussion Papers.
    9. Francesca DI IORIO & Maria Letizia GIORGETTI, 2017. "A Deeper Analysis on Pharmaceutical Submarket Concentration: the US market in 1987-1998," Departmental Working Papers 2017-02, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.

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