Combining Panel Data Sets with Attrition and Refreshment Samples
Author
Suggested Citation
Download full text from publisher
Other versions of this item:
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 2001. "Combining Panel Data Sets with Attrition and Refreshment Samples," Econometrica, Econometric Society, vol. 69(6), pages 1645-1659, November.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rebin, 1998. "Combining Panel Data Sets with Attrition and Refreshment Samples," NBER Technical Working Papers 0230, National Bureau of Economic Research, Inc.
References listed on IDEAS
- John Geweke, "undated".
"Posterior Simulators in Econometrics,"
Computing in Economics and Finance 1996
_019, Society for Computational Economics.
- John Geweke, 1995. "Posterior simulators in econometrics," Working Papers 555, Federal Reserve Bank of Minneapolis.
- Manski, Charles F., 1992.
"Identification Problems In The Social Sciences,"
SSRI Workshop Series
292716, University of Wisconsin-Madison, Social Systems Research Institute.
- Manski, C.F., 1992. "Identification Problems in the Social Sciences," Working papers 9217, Wisconsin Madison - Social Systems.
- Judith K. Hellerstein & Guido W. Imbens, 1999.
"Imposing Moment Restrictions From Auxiliary Data By Weighting,"
The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 1-14, February.
- Guido W. Imbens & Judith K. Hellerstein, 1996. "Imposing Moment Restrictions from Auxiliary Data by Weighting," NBER Technical Working Papers 0202, National Bureau of Economic Research, Inc.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998.
"An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics,"
Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
- J. Fitzgerald & P. Gottschalk & R. Moffitt, "undated". "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Institute for Research on Poverty Discussion Papers 1156-98, University of Wisconsin Institute for Research on Poverty.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of income Dynamics," Economics Working Paper Archive 379, The Johns Hopkins University,Department of Economics.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," NBER Technical Working Papers 0220, National Bureau of Economic Research, Inc.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1997. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Boston College Working Papers in Economics 394, Boston College Department of Economics.
- Honore, Bo E, 1992. "Trimmed LAD and Least Squares Estimation of Truncated and Censored Regression Models with Fixed Effects," Econometrica, Econometric Society, vol. 60(3), pages 533-565, May.
- Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
- Horowitz, Joel L. & Manski, Charles F., 1998.
"Censoring of outcomes and regressors due to survey nonresponse: Identification and estimation using weights and imputations,"
Journal of Econometrics, Elsevier, vol. 84(1), pages 37-58, May.
- Horowitz, J.L. & Manski, C.F., 1995. "Censoring of Outcomes and Regressors Due to Survey Nonresponse: Identification and estimation Using Weights and Imputations," Working Papers 95-12, University of Iowa, Department of Economics.
- Joel L. Horowitz & Charles F. Manski, 1996. "Censoring of Outcomes and Regressors Due To Survey Nonresponse: Identification and Estimation Using Weights and Imputations," Econometrics 9602007, University Library of Munich, Germany, revised 06 Mar 1996.
- Horowitz, J.L. & Manski, C.F., 1995. "Censoring of Outcomes and Regressors Due to Survey Nonresponse: Identification and Estimation Using Weights and Imputations," Working papers 9525, Wisconsin Madison - Social Systems.
- Ekaterini Kyriazidou, 1997. "Estimation of a Panel Data Sample Selection Model," Econometrica, Econometric Society, vol. 65(6), pages 1335-1364, November.
- Albert, James H & Chib, Siddhartha, 1993. "Bayes Inference via Gibbs Sampling of Autoregressive Time Series Subject to Markov Mean and Variance Shifts," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(1), pages 1-15, January.
- Kreps,David M. & Wallis,Kenneth F. (ed.), 1997. "Advances in Economics and Econometrics: Theory and Applications," Cambridge Books, Cambridge University Press, number 9780521589833, September.
- Verbeek, Marno & Nijman, Theo, 1992.
"Testing for Selectivity Bias in Panel Data Models,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(3), pages 681-703, August.
- Verbeek, M. & Nijman, T., 1990. "Testing For Selectivity Bias In Panel Data Models," Papers 9018, Tilburg - Center for Economic Research.
- Verbeek, M.J.C.M. & Nijman, T.E., 1990. "Testing for selectivity bias in panel data models," Discussion Paper 1990-18, Tilburg University, Center for Economic Research.
- Nijman, T.E. & Verbeek, M.J.C.M., 1992. "Testing for selectivity in panel data models," Other publications TiSEM 7ec34a6c-1d84-4052-971c-d, Tilburg University, School of Economics and Management.
- Brownstone, David & Velletta, Robert G., 1996. "Modeling Earnings Measurement Error: A Multiple Imputation Approach," University of California Transportation Center, Working Papers qt2t08s22q, University of California Transportation Center.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- John M. Abowd & Bruno Crepon & Francis Kramarz & Alain Trognon, 1995. "A La Recherche des Moments Perdus: Covariance Models for Unbalanced Panels with Endogenous Death," NBER Technical Working Papers 0180, National Bureau of Economic Research, Inc.
- Kreps,David M. & Wallis,Kenneth F. (ed.), 1997. "Advances in Economics and Econometrics: Theory and Applications," Cambridge Books, Cambridge University Press, number 9780521589819, September.
- Brownstone, David & Valletta, Robert G, 1996. "Modeling Earnings Measurement Error: A Multiple Imputation Approach," University of California Transportation Center, Working Papers qt3gb0k9b5, University of California Transportation Center.
- Ridder, Geert, 1992. "An empirical evaluation of some models for non-random attrition in panel data," Structural Change and Economic Dynamics, Elsevier, vol. 3(2), pages 337-355, December.
- Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
- Hausman, Jerry A & Wise, David A, 1979. "Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment," Econometrica, Econometric Society, vol. 47(2), pages 455-473, March.
- Brownstone, David & Valletta, Robert G, 1996.
"Modeling Earnings Measurement Error: A Multiple Imputation Approach,"
The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 705-717, November.
- Brownstone, David & Velletta, Robert G., 1996. "Modeling Earnings Measurement Error: A Multiple Imputation Approach," University of California Transportation Center, Working Papers qt2t08s22q, University of California Transportation Center.
- Brownstone, David & Valletta, Robert G, 1996. "Modeling Earnings Measurement Error: A Multiple Imputation Approach," University of California Transportation Center, Working Papers qt3gb0k9b5, University of California Transportation Center.
- repec:adr:anecst:y:1999:i:55-56:p:05 is not listed on IDEAS
- Kreps,David M. & Wallis,Kenneth F. (ed.), 1997. "Advances in Economics and Econometrics: Theory and Applications," Cambridge Books, Cambridge University Press, number 9780521589826, September.
- Tony Lancaster, 1995. "Exact Structural Inference in Optimal Job Search Models," Working Papers 95-3, Brown University, Department of Economics.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Nicoletti, Cheti, 2006.
"Nonresponse in dynamic panel data models,"
Journal of Econometrics, Elsevier, vol. 132(2), pages 461-489, June.
- Cheti Nicoletti, 2002. "Non-Response in Dynamic Panel Data Models," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 A5-4, International Conferences on Panel Data.
- Emre Ekinci, 2009. "Dealing with Attrition When Refreshment Samples are Available: An Application to the Turkish Household Labor Force Survey," 2009 Meeting Papers 353, Society for Economic Dynamics.
- Badi Baltagi & Seuck Song, 2006. "Unbalanced panel data: A survey," Statistical Papers, Springer, vol. 47(4), pages 493-523, October.
- Michael Fertig & Stefanie Schurer, 2007. "Earnings Assimilation of Immigrants in Germany: The Importance of Heterogeneity and Attrition Bias," SOEPpapers on Multidisciplinary Panel Data Research 30, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Shin, Jaeun & Moon, Sangho, 2006. "Fertility, relative wages, and labor market decisions: A case of female teachers," Economics of Education Review, Elsevier, vol. 25(6), pages 591-604, December.
- Hübler, Olaf, 2005. "Panel Data Econometrics: Modelling and Estimation," Hannover Economic Papers (HEP) dp-319, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
- Jochmans, Koen, 2015.
"Multiplicative-error models with sample selection,"
Journal of Econometrics, Elsevier, vol. 184(2), pages 315-327.
- Koen Jochmans, 2014. "Multiplicative-error models with sample selection," SciencePo Working papers Main hal-00987290, HAL.
- Koen Jochmans, 2014. "Multiplicative-error models with sample selection," Working Papers hal-00987290, HAL.
- Koen Jochmans, 2015. "Multiplicative-error models with sample selection," SciencePo Working papers Main hal-03392990, HAL.
- Koen Jochmans, 2014. "Multiplicative-error models with sample selection," SciencePo Working papers hal-00987290, HAL.
- Koen Jochmans, 2015. "Multiplicative-error models with sample selection," Post-Print hal-03392990, HAL.
- Leif Husted & Helena Skyt Nielsen & Michael Rosholm & Nina Smith, 2001.
"Employment and wage assimilation of male first‐generation immigrants in Denmark,"
International Journal of Manpower, Emerald Group Publishing Limited, vol. 22(1/2), pages 39-71, February.
- Husted, Leif & Nielsen, Helena Skyt & Rosholm, Michael & Smith, Nina, 2000. "Employment and Wage Assimilation of Male First Generation Immigrants in Denmark," IZA Discussion Papers 101, Institute of Labor Economics (IZA).
- Husted, Leif & Skyt Nielsen, Helena & Rosholm, Michael & Smith, Nina, 2000. "Employment and Wage Assimilation of Male First Generation Immigrants in Denmark," CLS Working Papers 00-1, University of Aarhus, Aarhus School of Business, Centre for Labour Market and Social Research.
- Husted, L. & Nielsen, H.S. & Rosholm, M. & Smith, N., 2000. "Employment and Wage Assimilation of Male First Generation Immigrants in Denmark," Papers 00-01, Centre for Labour Market and Social Research, Danmark-.
- Fertig, Michael & Schurer, Stefanie, 2007.
"Labour Market Outcomes of Immigrants in Germany: The Importance of Heterogeneity and Attrition Bias,"
IZA Discussion Papers
2915, Institute of Labor Economics (IZA).
- Fertig, Michael & Schurer, Stefanie, 2007. "Labour Market Outcomes of Immigrants in Germany – The Importance of Heterogeneity and Attrition Bias," Ruhr Economic Papers 20, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Das, M., 2004. "Simple estimators for nonparametric panel data models with sample attrition," Journal of Econometrics, Elsevier, vol. 120(1), pages 159-180, May.
- Heitmueller, Axel & Inglis, Kirsty, 2004. "Carefree? Participation and Pay Differentials for Informal Carers in Britain," IZA Discussion Papers 1273, Institute of Labor Economics (IZA).
- E. Santarelli & H. T. Tran, 2013. "Diversification Strategies and Firm Performance: A Sample Selection Approach," Working Papers wp896, Dipartimento Scienze Economiche, Universita' di Bologna.
- Zimmer, David M., 2010. "The role of health insurance in labor supply decisions of divorced females," The Quarterly Review of Economics and Finance, Elsevier, vol. 50(2), pages 121-131, May.
- Albanese, Giuseppe & Cioffi, Marika & Tommasino, Pietro, 2019.
"Legislators' behaviour and electoral rules: Evidence from an Italian reform,"
European Journal of Political Economy, Elsevier, vol. 59(C), pages 423-444.
- Giuseppe Albanese & Marika Cioffi & Pietro Tommasino, 2017. "Legislators' behaviour and electoral rules: evidence from an Italian reform," Temi di discussione (Economic working papers) 1135, Bank of Italy, Economic Research and International Relations Area.
- Van Ourti, Tom, 2003. "Socio-economic inequality in ill-health amongst the elderly: Should one use current or permanent income?," Journal of Health Economics, Elsevier, vol. 22(2), pages 219-241, March.
- D'Addio, Anna Cristina & De Greef, Isabelle & Rosholm, Michael, 2002.
"Assessing Unemployment Traps in Belgium Using Panel Data Sample Selection Models,"
IZA Discussion Papers
669, Institute of Labor Economics (IZA).
- Anna Cristina d'Addio & Isabelle De Greef & Michael Rosholm, 2002. "Assessing Unemployment Traps in Belgium using Panel Data Sample Selection models," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 C1-3, International Conferences on Panel Data.
- repec:hal:wpspec:info:hdl:2441/3vl5fe4i569nbr005tctlc8ll5 is not listed on IDEAS
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998.
"An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics,"
Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
- J. Fitzgerald & P. Gottschalk & R. Moffitt, "undated". "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Institute for Research on Poverty Discussion Papers 1156-98, University of Wisconsin Institute for Research on Poverty.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," NBER Technical Working Papers 0220, National Bureau of Economic Research, Inc.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of income Dynamics," Economics Working Paper Archive 379, The Johns Hopkins University,Department of Economics.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1997. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Boston College Working Papers in Economics 394, Boston College Department of Economics.
- Patrick Bajari & C. Lanier Benkard, 2001. "Demand Estimation With Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach," NBER Technical Working Papers 0272, National Bureau of Economic Research, Inc.
- repec:hal:spmain:info:hdl:2441/3vl5fe4i569nbr005tctlc8ll5 is not listed on IDEAS
- 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.
- 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 1992, CESifo.
- 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," MERIT Working Papers 2007-007, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
- repec:zbw:rwirep:0020 is not listed on IDEAS
- Fernández-Val, Iván & Vella, Francis, 2011.
"Bias corrections for two-step fixed effects panel data estimators,"
Journal of Econometrics, Elsevier, vol. 163(2), pages 144-162, August.
- Ivan Fernandez-Val & Francis 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.
- 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.
- Fernández-Val, Iván & Vella, Francis, 2007. "Bias Corrections for Two-Step Fixed Effects Panel Data Estimators," IZA Discussion Papers 2690, Institute of Labor Economics (IZA).
More about this item
Keywords
panel data; missing data; attrition.;All these keywords.
JEL classification:
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
- C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:tin:wpaper:19980033. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tinbergen Office +31 (0)10-4088900 (email available below). General contact details of provider: https://edirc.repec.org/data/tinbenl.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.