Robust Regression Estimators
Rand R. Wilcox
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Rand R. Wilcox: University of Southern California, Department of Psychology
Chapter Chapter 7 in A Guide to Robust Statistical Methods, 2023, pp 167-206 from Springer
Abstract:
Abstract A fundamental goal is understanding the nature of the association between some variable Y and a collection of explanatory variables X 1 , … , X p $$X_1, \ldots , X_p$$ . A basic approach is to try to understand how some measure of location associated with Y depends on the values of X 1 , … , X p $$X_1, \ldots , X_p$$ . For example, what is the typical cognitive functioning of children given that they live in a home with marital aggression X = 40 $$X=40$$ ?
Date: 2023
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-031-41713-9_7
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DOI: 10.1007/978-3-031-41713-9_7
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