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Incomplete Panels and Selection Bias: A Survey

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  • Verbeek, M.
  • Nijman, T.

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  • Verbeek, M. & Nijman, T., 1992. "Incomplete Panels and Selection Bias: A Survey," Papers 9207, Tilburg - Center for Economic Research.
    • Handle: RePEc:fth:tilbur:9207
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    1. 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.
    2. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters,in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492 National Bureau of Economic Research, Inc.
    3. 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.
    4. Nijman, T. & Verbeek, M., 1989. "The Nonresponse Bias In The Analysis Of The Determinants Of Total Expenditures Of Households Based On Panel Data," Papers 8936, Tilburg - Center for Economic Research.
    5. Newey, Whitney K & Powell, James L & Walker, James R, 1990. "Semiparametric Estimation of Selection Models: Some Empirical Results," American Economic Review, American Economic Association, vol. 80(2), pages 324-328, May.
    6. McFadden, Daniel, 1989. "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration," Econometrica, Econometric Society, vol. 57(5), pages 995-1026, September.
    7. Olsen, Randall J, 1980. "A Least Squares Correction for Selectivity Bias," Econometrica, Econometric Society, vol. 48(7), pages 1815-1820, November.
    8. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    9. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
    10. Little, Roderick J A, 1985. "A Note about Models for Selectivity Bias," Econometrica, Econometric Society, vol. 53(6), pages 1469-1474, November.
    11. Nijman, T.E., 1990. "Estimation of time dependent parameters in linear models using cross sections, panels or both," Other publications TiSEM 3efbf7de-1ca7-4f9f-b515-3, Tilburg University, School of Economics and Management.
    12. Chowdhury, Gopa, 1991. "A Comparison of Covariance Estimators for Complete and Incomplete Panel Data Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 53(1), pages 83-93, February.
    13. Nijman, Theo & Verbeek, Marno & van Soest, Arthur, 1991. "The efficiency of rotating-panel designs in an analysis-of-variance model," Journal of Econometrics, Elsevier, vol. 49(3), pages 373-399, September.
    14. Little, Roderick J A, 1988. "Missing-Data Adjustments in Large Surveys: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 6(3), pages 300-301, July.
    15. Matyas, Laszlo & Lovrics, Laszlo, 1991. "Missing observations and panel data : A Monte-Carlo analysis," Economics Letters, Elsevier, vol. 37(1), pages 39-44, September.
    16. Lien, Donald & Rearden, David, 1990. "Missing measurements in discrete response models," Economics Letters, Elsevier, vol. 32(3), pages 231-235, March.
    17. Little, Roderick J A, 1988. "Missing-Data Adjustments in Large Surveys," Journal of Business & Economic Statistics, American Statistical Association, vol. 6(3), pages 287-296, July.
    18. Lien, Donald & Rearden, David, 1988. "Missing measurements in limited dependent variable models," Economics Letters, Elsevier, vol. 26(1), pages 33-36.
    19. Keane, Michael & Moffitt, Robert & Runkle, David, 1988. "Real Wages over the Business Cycle: Estimating the Impact of Heterogeneity with Micro Data," Journal of Political Economy, University of Chicago Press, vol. 96(6), pages 1232-1266, December.
    20. Gronau, Reuben, 1974. "Wage Comparisons-A Selectivity Bias," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1119-1143, Nov.-Dec..
    21. Nijman, Theo & Verbeek, Marno, 1990. "Estimation of time-dependent parameters in linear models using cross-sections, panels, or both," Journal of Econometrics, Elsevier, vol. 46(3), pages 333-346, December.
    22. Lewis, H Gregg, 1974. "Comments on Selectivity Biases in Wage Comparisons," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1145-1155, Nov.-Dec..
    23. Verbeek, Marno, 1990. "On the estimation of a fixed effects model with selectivity bias," Economics Letters, Elsevier, vol. 34(3), pages 267-270, November.
    24. Chowdhury, Gopa & Nickell, Stephen, 1985. "Hourly Earnings in the United States: Another Look at Unionization, Schooling, Sickness, and Unemployment Using PSID Data," Journal of Labor Economics, University of Chicago Press, vol. 3(1), pages 38-69, January.
    25. Biorn, Erik, 1981. "Estimating economic relations from incomplete cross-section/time-series data," Journal of Econometrics, Elsevier, vol. 16(2), pages 221-236, June.
    26. Nijman, T.E. & Verbeek, M.J.C.M., 1989. "The nonresponse bias in the analysis of the determinants of total annual expenditures of households based on panel data," Discussion Paper 1989-36, Tilburg University, Center for Economic Research.
    27. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    28. Baltagi, Badi H., 1985. "Pooling cross-sections with unequal time-series lengths," Economics Letters, Elsevier, vol. 18(2-3), pages 133-136.
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    Cited by:

    1. Linzert, Tobias & Nautz, Dieter & Bindseil, Ulrich, 2007. "Bidding behavior in the longer term refinancing operations of the European Central Bank: Evidence from a panel sample selection model," Journal of Banking & Finance, Elsevier, vol. 31(5), pages 1521-1543, May.
    2. Sandra Cavaco & Edouard Challe & Patricia Crifo & Antoine Rebérioux & Gwenaël Roudaut, 2016. "Board independence and operating performance: analysis on (French) company and individual data," Applied Economics, Taylor & Francis Journals, vol. 48(52), pages 5093-5105, November.
    3. Anne-Gisèle Privat, 2005. "L'avenir des retraites en France: Evalutation de l'impact des réformes de 1993 et de 2033 à l'aide du modèle de microsimulation Artémis," Sciences Po publications info:hdl:2441/f4rshpf3v1u, Sciences Po.
    4. Yves Guillotin & Patrick Sevestre, 1994. "Estimations de fonctions de gains sur données de panel : endogéneité du capital humain et effets de la sélection," Économie et Prévision, Programme National Persée, vol. 116(5), pages 119-135.
    5. Misha, F.A. & Raza, W.A. & Ara, J. & Van de Poel, E., 2014. "How far does a big push really push?," ISS Working Papers - General Series 77199, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
    6. Bouvatier, Vincent & Delatte, Anne-Laure, 2015. "Waves of international banking integration: A tale of regional differences," European Economic Review, Elsevier, vol. 80(C), pages 354-373.
    7. Clark, Andrew & Etile, Fabrice, 2002. "Do health changes affect smoking? Evidence from British panel data," Journal of Health Economics, Elsevier, vol. 21(4), pages 533-562, July.
    8. Bell, David & Ritchie, Felix, 1998. "Female earnings and gender differentials in Great Britain 1977-1994," Labour Economics, Elsevier, vol. 5(3), pages 331-357, September.
    9. Anne-Gisèle Privat & Sophie Pennec & Thierry Debrand, 2003. "Un modèle de micro-simulation pour la projection des retraites du régime général," Économie et Prévision, Programme National Persée, vol. 160(4), pages 215-230.
    10. Bouvatier, Vincent, 2014. "Heterogeneous bank regulatory standards and the cross-border supply of financial services," Economic Modelling, Elsevier, vol. 40(C), pages 342-354.
    11. Giambona, Erasmo & Golec, Joseph, 2010. "Strategic trading in the wrong direction by a large institutional insider," Journal of Empirical Finance, Elsevier, vol. 17(1), pages 1-22, January.
    12. Nicoletti, Cheti, 2006. "Nonresponse in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 132(2), pages 461-489, June.
    13. Carrere, Celine, 2006. "Revisiting the effects of regional trade agreements on trade flows with proper specification of the gravity model," European Economic Review, Elsevier, vol. 50(2), pages 223-247, February.
    14. Céline CARRERE, 2003. "Revisiting the Effects of Regional Trading Agreements on trade flows with Proper Specification of the Gravity Model," Working Papers 200310, CERDI.
    15. Rym Ben Ayed Mouelhi & Mohamed Goaied, 2001. "Efficience technique et incitations salariales. Analyse empirique sur un panel incomplet des industries textiles en Tunisie," Économie et Prévision, Programme National Persée, vol. 148(2), pages 99-111.
    16. Sandrine Lardic & Claire Gauthier, 2003. "Un modèle multifactoriel des spreads de crédit : estimation sur panels complets et incomplets," Économie et Prévision, Programme National Persée, vol. 159(3), pages 53-69.
    17. repec:spo:wpecon:info:hdl:2441/f4rshpf3v1umfa09lat214kj4 is not listed on IDEAS
    18. Licht, Georg & Steiner, Viktor, 1993. "Assimilation, labour market experience, and earnings profiles of temporary and permanent immigrant workers in germany," ZEW Discussion Papers 93-06, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.

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