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Discrete choices with panel data Author info | Abstract | Publisher info | Download info | Related research | Statistics Manuel Arellano () (CEMFI )
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This paper reviews the existing approaches to deal with panel data binary choice models with individual effects. Their relative strengths and weaknesses are discussed. Much theoretical and empirical research is needed in this area, and the paper points to several aspects that deserve further investigation. In particular, I illustrate the usefulness of asymptotic arguments in providing both approximately unbiased moment conditions, and approximations to sampling distributions for panels of different sample sizes. (Copyright: Fundación SEPI)
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Article provided by Fundación SEPI in its journal Investigaciones Economicas .
Volume (Year): 27 (2003)
Issue (Month): 3 (September)
Pages: 423-458
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Handle: RePEc:iec:inveco:v:27:y:2003:i:3:p:423-458Contact details of provider: Postal: Investigaciones Economicas Fundación SEPI Quintana, 2 (planta 3) 28008 Madrid Spain Email: Web page: http://www.funep.es/
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For technical questions regarding this item, or to correct its listing, contact: (Isabel Sánchez-Seco).
Keywords: Binary choice ; panel data ; fixed effects ; modifed likelihood ; asymptotic corrections ; 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
References listed on IDEAS 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.:
Bo E. Honore & Arthur Lewbel, 2002.
"Semiparametric Binary Choice Panel Data Models Without Strictly Exogeneous Regressors ,"
Econometrica ,
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Other versions: Alvarez, J. & Arellano, M., 1998.
"The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators ,"
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Other versions: Arellano, Manuel & Honore, Bo, 2001.
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Other versions: Olympia Bover & Manuel Arellano, 1997.
"Estimating limited dependent variable models from panel data ,"
Investigaciones Economicas ,
Fundación SEPI, vol. 21(2), pages 141-166, May.
[Downloadable!]
Arellano, Manuel & Carrasco, Raquel, 2003.
"Binary choice panel data models with predetermined variables ,"
Journal of Econometrics ,
Elsevier, vol. 115(1), pages 125-157, July.
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Other versions: Bo E. Honoré & Ekaterini Kyriazidou, 2000.
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Jinyong Hahn & Guido Kuersteiner, 2002.
"Asymptotically Unbiased Inference for a Dynamic Panel Model with Fixed Effects when Both "n" and "T" Are Large ,"
Econometrica ,
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Tiemen Woutersen, 2001.
"Robustness Against Incidental Parameters and Mixing Distributions ,"
UWO Department of Economics Working Papers
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Chamberlain, Gary, 1980.
"Analysis of Covariance with Qualitative Data ,"
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Keane, Michael P, 1994.
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Manski, Charles F, 1987.
"Semiparametric Analysis of Random Effects Linear Models from Binary Panel Data ,"
Econometrica ,
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Horowitz, Joel L, 1992.
"A Smoothed Maximum Score Estimator for the Binary Response Model ,"
Econometrica ,
Econometric Society, vol. 60(3), pages 505-31, May.
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Dean R. Hyslop, 1999.
"State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women ,"
Econometrica ,
Econometric Society, vol. 67(6), pages 1255-1294, November.
Chamberlain, Gary, 1984.
"Panel data ,"
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Carro, Jesus M., 2007.
"Estimating dynamic panel data discrete choice models with fixed effects ,"
Journal of Econometrics ,
Elsevier, vol. 140(2), pages 503-528, October.
[Downloadable!] (restricted)
Full
references 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.)
Matilde P. Machado, 2003.
"A Consistent Estimator For The Binomial Distribution In The Presence Of "Incidental Parameters": An Application To Patent Data ,"
Economics Working Papers
we031905, Universidad Carlos III, Departamento de Economía.
[Downloadable!]
Other versions: Bryan S. Graham & James Powell, 2008.
"Identification and Estimation of 'Irregular' Correlated Random Coefficient Models ,"
NBER Working Papers
14469, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Gabriel Jiménez Zambrano, 2005.
"Modified maximum likelihood estimation of Tobit models with fixed effects: theory and an application to earnings equations ,"
Investigaciones Economicas ,
Fundación SEPI, vol. 29(3), pages 575-607, September.
[Downloadable!]
Javier Alvarez & Manuel Arellano, 2004.
"Robust Likelihood Estimation Of Dynamic Panel Data Models ,"
Working Papers
wp2004_0421, CEMFI.
[Downloadable!]
Laura Hospido, 2007.
"Modelling Heterogeneity And Dynamics In The Volatility Of Individual Wages ,"
Working Papers
wp2007_0717, CEMFI.
[Downloadable!]
Other versions: César Calderón & Klaus Schmidt-Hebbel, 2008.
"The Choice of Fiscal Regimes in the World ,"
Working Papers Central Bank of Chile
487, Central Bank of Chile.
[Downloadable!]
Manuel Arellano & Stephane Bonhomme, 2006.
"Robust Priors In Nonlinear Panel Data Models ,"
Working Papers
wp2006_0614, CEMFI.
[Downloadable!]
Other versions:
Manuel Arellano & Stéphane Bonhomme, 2007.
"Robust priors in nonlinear panel data models ,"
CeMMAP working papers
CWP07/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
[Downloadable!] Manuel Arellano & Stéphane Bonhomme, 2009.
"Robust Priors in Nonlinear Panel Data Models ,"
Econometrica ,
Econometric Society, vol. 77(2), pages 489-536, 03.
[Downloadable!] (restricted) César Calderón & Klaus Schmidt Hebbel, 2008.
"Choosing an Exchange Rate Regime ,"
Working Papers Central Bank of Chile
494, Central Bank of Chile.
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Alban Thomas, 2002.
"Consistent estimation of discrete-choice models for panel data with multiplicative effects ,"
10th International Conference on Panel Data, Berlin, July 5-6, 2002
D6-2, International Conferences on Panel Data.
[Downloadable!]
Martin Browning & Jesus Carro, 2006.
"Heterogeneity in dynamic discrete choice models ,"
Economics Series Working Papers
287, University of Oxford, Department of Economics.
[Downloadable!]
Manuel Arellano & Jinyong Hahn, 2005.
"Understanding Bias In Nonlinear Panel Models: Some Recent Developments ,"
Working Papers
wp2005_0507, CEMFI.
[Downloadable!]
Martin Browning & Jesus Carro, 2006.
"Heterogeneity and Microeconometrics Modelling ,"
CAM Working Papers
2006-03, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
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César Calderón & Klaus Schmidt-Hebbel, 2008.
"What drives the Choice of Money-based Targets in the World? ,"
Working Papers Central Bank of Chile
479, Central Bank of Chile.
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Juan Monterrey & Amparo Sánchez-Segura, 2006.
"Las características socioeconómicas como incentivos para la información financiera: evidencia empírica española ,"
Investigaciones Economicas ,
Fundación SEPI, vol. 30(3), pages 611-634, September.
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Mª Luz González Alvarez & Antonio Clavero Barranquero, 2008.
"An analysis of income-related inequalities in the health care use by dynamic models ,"
Hacienda Pública Española ,
IEF, vol. 186(3), pages 9-42, October.
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Josep Pijoan-Mas, 2003.
"Precautionary Savings Or Working Longer Hours? ,"
Working Papers
wp2003_0311, CEMFI.
[Downloadable!]
Other versions:
Josep Pijoan-Mas, 2004.
"Precautionary Savings or Working Longer Hours? ,"
2004 Meeting Papers
350, Society for Economic Dynamics.
[Downloadable!] Pijoan-Mas, Josep, 2005.
"Precautionary Savings or Working Longer Hours? ,"
CEPR Discussion Papers
5322, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted) Josep Pijoan-Mas, 2006.
"Precautionary Savings or Working Longer Hours? ,"
Review of Economic Dynamics ,
Elsevier for the Society for Economic Dynamics, vol. 9(2), pages 326-352, April.
[Downloadable!] (restricted)
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