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Robustness

In: The Work of Raymond J. Carroll

Author

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  • Roger Koenker

    (University of Illinois)

  • Douglas Simpson

    (University of Illinois)

Abstract

We are delighted to have the opportunity to introduce Ray’s papers on robustness in statistics. These papers include important breakthrough developments such as the first rigorous asymptotic analysis of trimmed least squares, the first robust heteroscedastic regression estimators, the first efficient bounded-influence estimators for generalized linear regression, and the first bounded-influence regression estimators with high breakdown points. Like so many of Ray’s publications, each of these widely cited papers is a marvel of clarity, innovation, and deep analysis.

Suggested Citation

  • Roger Koenker & Douglas Simpson, 2014. "Robustness," Springer Books, in: Marie Davidian & Xihong Lin & Jeffrey S. Morris & Leonard A. Stefanski (ed.), The Work of Raymond J. Carroll, edition 127, chapter 0, pages 447-507, Springer.
    • Handle: RePEc:spr:sprchp:978-3-319-05801-6_6
    DOI: 10.1007/978-3-319-05801-6_6
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