Consequences of Specification Error for Distributional Analysis With an Application to Intergenerational Mobility
We analyze the consequences of three types of specification error for conditional distribution functions F (y|a): measurement error in y, measurement error in a and omitted conditioning variables. The paper uses exact results to obtain conditions under which the effect of the misspecification on the computed distribution function can be signed. The effects are shown to depend on both the curvature of the true distribution and the properties of the error distribution. The consequences of misspecification are illustrated using a model of intergenerational mobility.
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- Solon, Gary, 1999. "Intergenerational mobility in the labor market," Handbook of Labor Economics,in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 29, pages 1761-1800 Elsevier.
- Gary S. Becker & Nigel Tomes, 1994.
"Human Capital and the Rise and Fall of Families,"
NBER Chapters,in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education (3rd Edition), pages 257-298
National Bureau of Economic Research, Inc.
- Becker, Gary S & Tomes, Nigel, 1986. "Human Capital and the Rise and Fall of Families," Journal of Labor Economics, University of Chicago Press, vol. 4(3), pages 1-39, July.
- Gary S. Becker & Nigel Tomes, "undated". "Human Capital and the Rise and Fall of Families," University of Chicago - Population Research Center 84-10, Chicago - Population Research Center.
- Horowitz, Joel L & Manski, Charles F, 1995. "Identification and Robustness with Contaminated and Corrupted Data," Econometrica, Econometric Society, vol. 63(2), pages 281-302, March.
- Dardanoni Valentino, 1993. "Measuring Social Mobility," Journal of Economic Theory, Elsevier, vol. 61(2), pages 372-394, December.
- Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
- Ramses H. ABUL NAGA, 2000. "Galtonian Regression of Intergenerational Income Linkages : Biased Procedures, a New Estimator and Mean-Square Error Comparisons," Cahiers de Recherches Economiques du Département d'Econométrie et d'Economie politique (DEEP) 00.13, Université de Lausanne, Faculté des HEC, DEEP.
- Ramses H. Abul Naga, 2001. "Galtonian Regression of Intergenerational Income Linkages: Biased Procedures, a New Estimator and Mean-Square Error Comparisons," STICERD - Distributional Analysis Research Programme Papers 53, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
- Ramses H. Abul Naga, 2001. "Galtonian regression of intergenerational income linkages: biased procedures, a new estimator and mean-square error comparisons," LSE Research Online Documents on Economics 6564, London School of Economics and Political Science, LSE Library.
- Conlisk, John, 1974. "Can Equalization of Opportunity Reduce Social Mobility?," American Economic Review, American Economic Association, vol. 64(1), pages 80-90, March.
- Donal O'Neill & Olive Sweetman & Dirk van de gaer, 1999. "Equality of Opportunity and Kernel Density Estimation: An Application to Intergenerational Mobility," Economics, Finance and Accounting Department Working Paper Series n950999, Department of Economics, Finance and Accounting, National University of Ireland - Maynooth.
- Van de Gaer, Dirk & Schokkaert, Erik & Martinez, Michel, 2001. "Three Meanings of Intergenerational Mobility," Economica, London School of Economics and Political Science, vol. 68(272), pages 519-537, November.
- Han, Song & Mulligan, Casey B, 2001. "Human Capital, Heterogeneity and Estimated Degrees of Intergenerational Mobility," Economic Journal, Royal Economic Society, vol. 111(470), pages 207-243, April.
- Song Han & Casey B. Mulligan, 2000. "Human Capital, Heterogeneity, and Estimated Degrees of Intergenerational Mobility," NBER Working Papers 7678, National Bureau of Economic Research, Inc.
- Miles Corak & Andrew Heisz, 1998. "The Intergenerational Earnings and Income Mobility of Canadian," Labor and Demography 9808001, EconWPA.
- Andrew Chesher & Christian Schluter, 2002. "Welfare Measurement and Measurement Error," Review of Economic Studies, Oxford University Press, vol. 69(2), pages 357-378.
- Andrew Chesher & Christian Schluter, 2001. "Welfare measurement and measurement error," CeMMAP working papers CWP03/01, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- A. B. Atkinson & F. Bourguignon, 1982. "The Comparison of Multi-Dimensioned Distributions of Economic Status," Review of Economic Studies, Oxford University Press, vol. 49(2), pages 183-201.
- Shorrocks, Anthony F, 1983. "Ranking Income Distributions," Economica, London School of Economics and Political Science, vol. 50(197), pages 3-17, February.
- Solon, Gary, 1992. "Intergenerational Income Mobility in the United States," American Economic Review, American Economic Association, vol. 82(3), pages 393-408, June.
- Horowitz, J.L. & Manski, C.F., 1995. "What Can Be Learned About Population Parameters when the Data Are Contaminated," Working Papers 95-18, University of Iowa, Department of Economics.
- Trede, Mark, 1998. "Making mobility visible: a graphical device," Economics Letters, Elsevier, vol. 59(1), pages 77-82, April.
- Trede, Mark, 1997. "Making mobility visible: A graphical device," Discussion Papers in Econometrics and Statistics 2/97, University of Cologne, Institute of Econometrics and Statistics.
- Shorrocks, A F, 1978. "The Measurement of Mobility," Econometrica, Econometric Society, vol. 46(5), pages 1013-1024, September. Full references (including those not matched with items on IDEAS)