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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
Contact details of provider: Postal: 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/Email:


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Keywords: population ; econometrics ; statistical analysis;

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  1. 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.
  2. 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.
  3. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  4. Biorn, Erik, 1981. "Estimating economic relations from incomplete cross-section/time-series data," Journal of Econometrics, Elsevier, vol. 16(2), pages 221-236, June.
  5. 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, School of Economics and Management.
  6. 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.
  7. repec:dgr:kubcen:198936 is not listed on IDEAS
  8. Gronau, Reuben, 1974. "Wage Comparisons-A Selectivity Bias," Journal of Political Economy, University of Chicago Press, vol. 82(6), pages 1119-43, Nov.-Dec..
  9. 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.
  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. 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.
  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, 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, School of Economics and Management.
  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. 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.
  16. Lien, Donald & Rearden, David, 1990. "Missing measurements in discrete response models," Economics Letters, Elsevier, vol. 32(3), pages 231-235, March.
  17. 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.
  18. 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.
  19. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
  20. 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.
  21. Matyas, Laszlo & Lovrics, Laszlo, 1991. "Missing observations and panel data : A Monte-Carlo analysis," Economics Letters, Elsevier, vol. 37(1), pages 39-44, September.
  22. 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.
  23. Lien, Donald & Rearden, David, 1988. "Missing measurements in limited dependent variable models," Economics Letters, Elsevier, vol. 26(1), pages 33-36.
  24. Baltagi, Badi H., 1985. "Pooling cross-sections with unequal time-series lengths," Economics Letters, Elsevier, vol. 18(2-3), pages 133-136.
  25. Olsen, Randall J, 1980. "A Least Squares Correction for Selectivity Bias," Econometrica, Econometric Society, vol. 48(7), pages 1815-20, November.
  26. repec:ner:tilbur:urn:nbn:nl:ui:12-153289 is not listed on IDEAS
  27. Little, Roderick J A, 1985. "A Note about Models for Selectivity Bias," Econometrica, Econometric Society, vol. 53(6), pages 1469-74, November.
  28. repec:ner:tilbur:urn:nbn:nl:ui:12-153279 is not listed on IDEAS
  29. 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, School of Economics and Management.
  30. 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..
  31. 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.
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Cited by:

  1. Patrick Sevestre & Yves Guillotin, 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.
  2. 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.
  3. repec:spo:wpecon:info:hdl:2441/f4rshpf3v1umfa09lat214kj4 is not listed on IDEAS
  4. Sandra Cavaco & Edouard Challe & Patricia Crifo & Antoine Rebérioux & Gwenael Roudaut, 2013. "Board independence and operating performance: Analysis on (French) company and individual data," Working Papers hal-00919408, HAL.
  5. 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.
  6. Andrew Clark & Fabrice Etilé, 2001. "Do Health Changes Affect Smoking? Evidence from British Panel Data," DELTA Working Papers 2001-16, DELTA (Ecole normale supérieure).
  7. Thierry Debrand & Sophie Pennec & Anne-Gisèle Privat, 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.
  8. repec:ner:tilbur:urn:nbn:nl:ui:12-74022 is not listed on IDEAS
  9. 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.
  10. repec:dgr:kubcen:199481 is not listed on IDEAS
  11. 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.
  12. Bouvatier, Vincent, 2014. "Heterogeneous bank regulatory standards and the cross-border supply of financial services," Economic Modelling, Elsevier, vol. 40(C), pages 342-354.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. Mohamed Goaied & Rym Ben Ayed Mouelhi, 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.
  18. Claire Gauthier & Sandrine Lardic, 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.

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