May 1, 1988

A Note on Computing Robust Regression Estimates via Iteratively Reweighted Least Squares

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Abstract

Abstract The 1985 SAS User's Guide: Statistics provides a method for computing robust regression estimates using iterative reweighted least squares and the nonlinear regression procedure NLIN. We show that the estimates are asymptotically correct, although the resulting standard errrors are not. We also discuss computation of the estimates.

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Authors

James O. Street

Raymond J. Carroll

David Ruppert

Journals

The American Statistician

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Cornell University

Texas A&M University

Mitchell Institute

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Street et al. (Sun,) studied this question.

www.synapsesocial.com/papers/6a01c888bd6301933f5cbdac — DOI: https://doi.org/10.1080/00031305.1988.10475548

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A Note on Computing Robust Regression Estimates via Iteratively Reweighted Least Squares

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