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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.

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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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Publisher 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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Related research
Keywords: SAMPLING LABOUR SUPPLY WAGES MODELS

Other versions of this item:

Find related papers by JEL classification:
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data

Cited by:
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  1. Luojia Hu, 2000. "Estimating a Censored Dynamic Panel Data Model with an Application to Earnings Dynamics," Working Papers 814, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
  2. Vella, F. & Verbeek, M., 1994. "Two-Step Estimation of Simultaneous Equation Panel Data Models with Censored Endogenous Variables," Discussion Paper 55, Tilburg University, Center for Economic Research. [Downloadable!]
  3. Alan Blinder & Yoram Weiss, 1974. "Human Capital and Labor Supply: A Synthesis," Working Papers 435, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
    Other versions:
  4. Cheng Hsiao, 2005. "Why Panel Data?," IEPR Working Papers 05.33, Institute of Economic Policy Research (IEPR). [Downloadable!]
  5. José M. Labeaga, Xisco Oliver & Xisco Oliver & Amedeo Spadaro, . "Discrete choice models of labour Supply, behavioural microsimulation and the Spanish tax reforms," Working Papers 2005-14, FEDEA. [Downloadable!]
    Other versions:
  6. Georgios Marios Chrysanthou, 2008. "Estimating union wage effects in Great Britain during 1991-2003," Economics Working Papers we082214, Universidad Carlos III, Departamento de Economía. [Downloadable!]
    Other versions:
  7. 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). [Downloadable!]
  8. Graciela Sanromán, 2003. "Vivienda y Fiscalidad en España: un análisis empírico," Documentos de Trabajo (working papers) 0803, Department of Economics - dECON. [Downloadable!]
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