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Robust estimation for nonparametric generalized regression

✍ Scribed by Ana M. Bianco; Graciela Boente; Susana Sombielle


Book ID
116890307
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
395 KB
Volume
81
Category
Article
ISSN
0167-7152

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We consider the asymptotic analysis of penalized likelihood type estimators for generalized nonparametric regression problems in which the target parameter is a vector-valued function defined in terms of the conditional distribution of a response given a set of covariates. A variety of examples incl