IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Consequences of Specification Error for Distributional Analysis With an Application to Intergenerational Mobility

  • D. O’NEILL
  • O. SWEETMAN
  • D. VAN DE GAER

    ()

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.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://wps-feb.ugent.be/Papers/wp_02_156.pdf
Download Restriction: no

Paper provided by Ghent University, Faculty of Economics and Business Administration in its series Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium with number 02/156.

as
in new window

Length: 42 pages
Date of creation: Nov 2002
Date of revision:
Handle: RePEc:rug:rugwps:02/156
Contact details of provider: Postal: Hoveniersberg 4, B-9000 Gent
Phone: ++ 32 (0) 9 264 34 61
Fax: ++ 32 (0) 9 264 35 92
Web page: http://www.ugent.be/eb

More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. 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.
  2. Solon, Gary, 1992. "Intergenerational Income Mobility in the United States," American Economic Review, American Economic Association, vol. 82(3), pages 393-408, June.
  3. 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.
  4. 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.
  5. Andrew Chesher & Christian Schluter, 2002. "Welfare Measurement and Measurement Error," Review of Economic Studies, Oxford University Press, vol. 69(2), pages 357-378.
  6. Shorrocks, Anthony F, 1983. "Ranking Income Distributions," Economica, London School of Economics and Political Science, vol. 50(197), pages 3-17, February.
  7. Dardanoni Valentino, 1993. "Measuring Social Mobility," Journal of Economic Theory, Elsevier, vol. 61(2), pages 372-394, December.
  8. 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.
  9. 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 519-37, November.
  10. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
  11. Donal O'Neill & Olive Sweetman & Dirk van de gaer, 1999. "Equiality 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.
  12. 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.
  13. Conlisk, John, 1974. "Can Equalization of Opportunity Reduce Social Mobility?," American Economic Review, American Economic Association, vol. 64(1), pages 80-90, March.
  14. 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.
  15. Shorrocks, A F, 1978. "The Measurement of Mobility," Econometrica, Econometric Society, vol. 46(5), pages 1013-24, September.
  16. Miles Corak & Andrew Heisz, 1998. "The Intergenerational Earnings and Income Mobility of Canadian," Labor and Demography 9808001, EconWPA.
  17. Atkinson, Anthony B & Bourguignon, Francois, 1982. "The Comparison of Multi-Dimensioned Distributions of Economic Status," Review of Economic Studies, Wiley Blackwell, vol. 49(2), pages 183-201, April.
  18. 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.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:rug:rugwps:02/156. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Nathalie Verhaeghe)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.