Estimation of Dynamic Panel Data Sample Selection Models

This file is part of IDEAS, which uses RePEc data

Estimation of Dynamic Panel Data Sample Selection Models

Author Info

Kyriazidou, Ekaterini

Abstract

This paper considers the problem of identification and estimation in panel data sample selection models with a binary selection rule, when the latent equations contain strictly exogenous variables, lags of the dependent variables, and unobserved individual effects. We derive a set of conditional moment restrictions which are then exploited to construct two-step GMM-type estimators for the parameters of the main equation. In the first step, the unknown parameters of the selection equation are consistently estimated. In the second step, these estimates are used to construct kernel weights in a manner such that the weight that any two-period individual observation receives in the estimation varies inversely with the relative magnitude of the sample selection effect in the two periods. Under appropriate assumptions, these "kernel-weighted" GMM estimators are consistent and asymptotically normal. The finite sample properties of the proposed estimators are investigated in a small Monte-Carlo study. Copyright 2001 by The Review of Economic Studies Limited

Download Info
To our knowledge, this item is not available for download. To find whether it is available, there are three options:
1. Check below under "Related research" whether another version of this item is available online.
2. Check on the provider's web page whether it is in fact available.
3. Perform a search for a similarly titled item that would be available.

Publisher Info
Article provided by Blackwell Publishing in its journal Review of Economic Studies.

Volume (Year): 68 (2001)
Issue (Month): 3 (July)
Pages: 543-72
Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Handle: RePEc:bla:restud:v:68:y:2001:i:3:p:543-72

Contact details of provider:
Web page: http://www.blackwellpublishing.com/journal.asp?ref=0034-6527

Order Information:
Web: http://www.blackwellpublishing.com/subs.asp?ref=0034-6527

For technical questions regarding this item, or to correct its listing, contact: (Christopher F. Baum).

Related research
Keywords:

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

Hugo Benítez-Silva, 2003. "Labor Supply Flexibility and Portfolio Choice: An Empirical Analysis," Working Papers wp056, University of Michigan, Michigan Retirement Research Center. [Downloadable!]
Christelle Viauroux, G.L. Gayle, 2004. "Root-N Consistent Semiparametric Eestimators of a Dynamic Panel Sample Selection Model," University of Cincinnati, Economics Working Papers Series 2004-05, University of Cincinnati, Department of Economics. [Downloadable!]
Other versions:
- George-Levi Gayle & Christelle Viauroux, . "Root-N Consistent Semiparametric Estimators of a Dynamic Panel Sample Selection Model," GSIA Working Papers 2004-E62, Carnegie Mellon University, Tepper School of Business. [Downloadable!]
- Gayle, George-Levi & Viauroux, Christelle, 2007. "Root-N consistent semiparametric estimators of a dynamic panel-sample-selection model," Journal of Econometrics, Elsevier, vol. 141(1), pages 179-212, November. [Downloadable!] (restricted)
Iván Fernández-Val & Francis Vella, 2007. "Bias Corrections for Two-Step Fixed Effects Panel Data Estimators," IZA Discussion Papers 2690, Institute for the Study of Labor (IZA). [Downloadable!]
Other versions:
- Iván Fernández-Val & Frank Vella, 2007. "Bias corrections for two-step fixed effects panel data estimators," CeMMAP working papers CWP04/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies. [Downloadable!]
- Francis Vella & Ivan Fernandez-Val, 2007. "Bias Corrections for Two-Step Fixed Effects Panel Data Estimators," Boston University - Department of Economics - Working Papers Series WP2007-010, Boston University - Department of Economics. [Downloadable!]
BEL FranÃ§ois & LACROIX Anne & SALANIE FranÃ§ois & THOMAS Alban, 2006. "Evaluating the impact of CAP reforms on land use and the environment: a two-step estimation with multiple selection rules and panel data," Working Papers 06.13.206, LERNA, University of Toulouse. [Downloadable!]
Fatih Guvenen, 2005. "Do Stockholders Share Risk More Effectively Than Non- stockholders?," Macroeconomics 0508006, EconWPA. [Downloadable!]
Other versions:
- Fatih Guvenen, 2007. "Do Stockholders Share Risk More Effectively than Nonstockholders?," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 275-288, 03. [Downloadable!] (restricted)
Catia Nicodemo, 2009. "Selection Bias and Unobservable Heterogeneity applied at the Wage Equation of European Married Women," Working Papers wpdea0906, Department of Applied Economics at Universitat Autonoma of Barcelona. [Downloadable!]
Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2007. "The Behavior of the Maximum Likelihood Estimator of Dynamic Panel Data Sample Selection Models," CESifo Working Paper Series CESifo Working Paper No. , CESifo Group Munich. [Downloadable!]
Other versions:
- Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2007. "The Behavior of the Maximum Likelihood Estimator of Dynamic Panel Data Sample Selection Models," CIRANO Working Papers 2007s-06, CIRANO. [Downloadable!]
- Mohnen, Pierre & Raymond, Wladimir & Palm, Franz & Schim van der Loeff, Sybrand, 2007. "The Behavior of the Maximum Likelihood Estimator of Dynamic Panel Data Sample Selection Models," UNU-MERIT Working Paper Series 007, United Nations University, Maastricht Economic and social Research and training centre on Innovation and Technology. [Downloadable!]
Victor Chernozhukov & Ivan Fernandez-Val & Alfred Galichon, 2007. "Quantile And Probability Curves Without Crossing," Boston University - Department of Economics - Working Papers Series WP2007-011, Boston University - Department of Economics. [Downloadable!]
Other versions:
- Victor Chernozhukov & Ivan Fernandez-Val & Alfred Galichon, 2007. "Quantile and probability curves without crossing," CeMMAP working papers CWP10/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies. [Downloadable!]
M. Fatih Guvenen, 2002. "Does Stockholding Provide Perfect Risk Sharing?," RCER Working Papers 490, University of Rochester - Center for Economic Research (RCER), revised Mar 2003. [Downloadable!]
Other versions:
- Muhammet Fatih Guvenen, 2000. "Does Stockholding Provide Perfect Risk Sharing?," GSIA Working Papers 2000-E48, Carnegie Mellon University, Tepper School of Business. [Downloadable!]

Statistics

Access and download statistics

Did you know? Authors registered on the RePEc Author Service receive monthly emails with details about downloads and abstract views of their works.

This page was last updated on 2009-11-22.

This information is provided to you by IDEAS at the Department of Economics, College of Liberal Arts and Sciences, University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics.