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Autoregressive Models with Sample Selectivity for Panel Data

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Author Info

  • Arellano, M.
  • Bover, O.
  • Labeaga, J.M.

Abstract

The purpose of this paper is to formulate procedures for the analysis of the time series behaviour of micro panel data subject to censoring. We assume an autoregressive model with random effects for a latent variable which is only partly observed due to a selection mechanism. Our methods are based on the observation that the subsamples which only include individuals without censored past observations are exogenously selected for the purpose conditional on its past. We apply these methods to analyze the dynamics of female labour supply and wages using PSID data.

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Bibliographic Info

Paper provided by Centro de Estudios Monetarios Y Financieros- in its series Papers with number 9706.

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Length: 44 pages
Date of creation: 1997
Date of revision:
Handle: RePEc:fth:cemfdt:9706

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Postal: Centro de Estudios Monetarios Y Financieros. Casado del Alisal, 5-28014 Madrid, Spain.
Phone: 914290551
Fax: 914291056
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Web page: http://www.cemfi.es/
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Related research

Keywords: SAMPLING ; LABOUR SUPPLY ; WAGES ; MODELS;

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Cited by:
  1. Vella, F. & Verbeek, M.J.C.M., 1999. "Two-step estimation of panel data models with censored endogenous variables and selection bias," Open Access publications from Tilburg University urn:nbn:nl:ui:12-80344, Tilburg University.
  2. Sébastien Laurent, 2001. "Capital humain, emploi et salaire en Belgique et dans ses régions," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(1), pages 25-36.
  3. Leandro M. Magnusson, 2010. "Inference in limited dependent variable models robust to weak identification," Econometrics Journal, Royal Economic Society, vol. 13(3), pages S56-S79, October.
  4. Labeaga, Jose M., 1999. "A double-hurdle rational addiction model with heterogeneity: Estimating the demand for tobacco," Journal of Econometrics, Elsevier, vol. 93(1), pages 49-72, November.
  5. Graciela Sanromán, 2003. "Vivienda y Fiscalidad en España: un análisis empírico," Documentos de Trabajo (working papers) 0803, Department of Economics - dECON.
  6. repec:hal:wpaper:halshs-00590836 is not listed on IDEAS
  7. Akay, Alpaslan, 2007. "Monte Carlo Investigation of the Initial Values Problem in Censored Dynamic Random-Effects Panel Data Models," Working Papers in Economics 278, University of Gothenburg, Department of Economics.
  8. Georgios Marios Chrysanthou, 2008. "Estimating Union Wage Effects in Great Britain During 1991-2003," Discussion Papers 08/12, Department of Economics, University of York.
  9. José M. Labeaga & Xisco Oliver & Amadéo Spadaro, 2005. "Discrete choice models of labour suppluy, behavioural microsimulation and the Spanish tax reform," PSE Working Papers halshs-00590836, HAL.
  10. Akay, Alpaslan, 2007. "Dynamics of Employment- and Earnings-Assimilation of First-Generation Immigrant Men in Sweden, 1990-2000," Working Papers in Economics 279, University of Gothenburg, Department of Economics.
  11. Lechner, Michael, 1993. "The dynamics of self-employment in East Germany: an empirical analysis using panel data and allowing for state dependence and endogenous attrition," ZEW Discussion Papers 93-24, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  12. Laura Crespo, 2007. "The Role Of Wage Differences And Individual Labour Supply On Male Earnings Inequality: Empirical Evidence From Spain," Working Papers. Serie EC 2007-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).

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