Econometric applications of high-breakdown robust regression techniques

A literature search shows that robust regression techniques are rarely used in applied econometrics. We present a technique based on Rousseeuw and Van Zomeren [Journal of the American Statistical Association, 85 (1990) 633–639] that removes many of the difficulties in applying such techniques to economic data. We demonstrate the value of these techniques by re-analyzing three OLS-based regressions from the literature.

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Year of publication:	2000-03
Authors:	Zaman, Asad ; Rousseeuw, Peter J. ; Orhan, Mehmet

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Type of publication:	Book / Working Paper
Language:	English
Notes:	Zaman, Asad and Rousseeuw, Peter J. and Orhan, Mehmet (2000): Econometric applications of high-breakdown robust regression techniques. Published in: Economic Letters , Vol. 71, (2000): pp. 1-8.
Classification:	C13 - Estimation ; C01 - Econometrics
Source:	BASE

Persistent link: https://www.econbiz.de/10015233972