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Incomplete Panels and Selection Bias: A Survey

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  • Verbeek, M.
  • Nijman, T.

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Paper provided by Tilburg - Center for Economic Research in its series Papers with number 9207.

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Length: 43 pages
Date of creation: 1992
Date of revision:
Handle: RePEc:fth:tilbur:9207
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TILBURG UNIVERSITY, CENTER FOR ECONOMIC RESEARCH, 5000 LE TILBURG THE NETHERLANDS.

Phone: 31 13 4663050
Fax: 31 13 4663066
Web page: http://center.uvt.nl/
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Keywords: population ; econometrics ; statistical analysis;

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  1. Verbeek, M. & Nijman, T., 1990. "Testing For Selectivity Bias In Panel Data Models," Papers 9018, Tilburg - Center for Economic Research.
  2. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
  3. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  4. Little, Roderick J A, 1985. "A Note about Models for Selectivity Bias," Econometrica, Econometric Society, vol. 53(6), pages 1469-74, November.
  5. 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.
  6. Daniel McFadden, 1987. "A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration," Working papers 464, Massachusetts Institute of Technology (MIT), Department of Economics.
  7. Nijman, T.E. & Verbeek, M.J.C.M. & van Soest, A.H.O., 1991. "The efficiency of rotating panel designs in an analysis of variance model," Other publications TiSEM 9cbb61cc-762f-4ab2-84f6-5, Tilburg University, School of Economics and Management.
  8. 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.
  9. 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.
  10. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
  11. Lien, Donald & Rearden, David, 1988. "Missing measurements in limited dependent variable models," Economics Letters, Elsevier, vol. 26(1), pages 33-36.
  12. Biorn, Erik, 1981. "Estimating economic relations from incomplete cross-section/time-series data," Journal of Econometrics, Elsevier, vol. 16(2), pages 221-236, June.
  13. 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.
  14. 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 324-28, May.
  15. Nijman, T.E. & Verbeek, M.J.C.M., 1988. "Estimation of time dependent parameters in linear models using cross sections, panels or both," Research Memorandum FEW 302, Tilburg University, School of Economics and Management.
  16. Lien, Donald & Rearden, David, 1990. "Missing measurements in discrete response models," Economics Letters, Elsevier, vol. 32(3), pages 231-235, March.
  17. 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.
  18. 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 455-73, March.
  19. 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.
  20. Lewis, H Gregg, 1974. "Comments on Selectivity Biases in Wage Comparisons," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1145-55, Nov.-Dec..
  21. Little, Roderick J A, 1988. "Missing-Data Adjustments in Large Surveys," Journal of Business & Economic Statistics, American Statistical Association, vol. 6(3), pages 287-96, July.
  22. 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.
  23. Matyas, Laszlo & Lovrics, Laszlo, 1991. "Missing observations and panel data : A Monte-Carlo analysis," Economics Letters, Elsevier, vol. 37(1), pages 39-44, September.
  24. Olsen, Randall J, 1980. "A Least Squares Correction for Selectivity Bias," Econometrica, Econometric Society, vol. 48(7), pages 1815-20, November.
  25. 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 1232-66, December.
  26. Baltagi, Badi H., 1985. "Pooling cross-sections with unequal time-series lengths," Economics Letters, Elsevier, vol. 18(2-3), pages 133-136.
  27. Gronau, Reuben, 1974. "Wage Comparisons-A Selectivity Bias," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1119-43, Nov.-Dec..
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Cited by:

  1. 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.
  2. Vincent Bouvatier & Anne Laure Delatte, 2015. "Waves of international banking integration: A tale of regional differences," Sciences Po publications info:hdl:2441/27s0rlpcib9, Sciences Po.
  3. 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.
  4. 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.
  5. Sandra Cavaco & Edouard Challe & Patricia Crifo & Antoine Rebérioux & Gwenael Roudaut, 2014. "Board independence and operating performance: Analysis on (French) company and individual data," Working Papers hal-00919408, HAL.
  6. Nicoletti, Cheti, 2006. "Nonresponse in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 132(2), pages 461-489, June.
  7. 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.
  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. repec:spo:wpecon:info:hdl:2441/f4rshpf3v1umfa09lat214kj4 is not listed on IDEAS
  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. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.

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