Biases of the ordinary least squares and instrumental variables estimators of the intergenerational earnings correlation : revisited in the light of panel data

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Serval ID
serval:BIB_CA0C3802E2EB
Type
Report: a report published by a school or other institution, usually numbered within a series.
Publication sub-type
Working paper: Working papers contain results presented by the author. Working papers aim to stimulate discussions between scientists with interested parties, they can also be the basis to publish articles in specialized journals
Collection
Publications
Institution
Title
Biases of the ordinary least squares and instrumental variables estimators of the intergenerational earnings correlation : revisited in the light of panel data
Author(s)
Abul Naga R.
Publisher
Ecole HEC-DEEP
Institution details
Université de Lausanne - HEC - DEEP
Issued date
04/2001
Number
01.05
Genre
Cahiers de recherches économiques
Language
english
Number of pages
16
Notes
Mention de responsabiblité : / Ramses H. Abul Naga SAPHIRID:63631
Abstract
The OLS estimator of the intergenerational earnings correlation is biased towards zero, while the instrumental variables estimator is biased upwards. The first of these results arises because of measurement error, while the latter rests on the presumption that the education of the parent family is an invalid instrument. We propose a panel data framework for quantifying the asymptotic biases of these estimators as well as a mis-specification test for the IV estimator. Using US data we estimate the bias of the OLS estimator to be in the order of 10% to 20%, and that of IV to vary between 40% and 60%. Supporting evidence that the IV estimator is inconsistent, in face of the specification test, is however limited, and results are shown to be sensitive to the assumptions underlying the serial correlation in transitory incomes. [Author]
Create date
14/03/2008 11:21
Last modification date
20/08/2019 16:44
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