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Robust methods in econometrics
Authors:Koenker Roger
Institution:Bell laboratories , Murray Hill, NJ, 07974
Abstract:This survey of recent developments in robust estimation and inference is directed primarily toward econometricians. It is argued that many of the techniques in common use in econometrics are highly sensitive to unverified hypotheses. Recent progress in designing alternative robust procedures is described and some prospects for future developments are discussed.
Keywords:Influence Curves  Location Model  Linear Model  Regression Quantiles  Bounded-Influence Estimation
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