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Maximum Penalized Likelihood Kernel Regression for Fast Adaptation

✍ Scribed by Mak, B.K.-W.; Tsz-Chung Lai; Tsang, I.W.; Kwok, J.T.-Y.


Book ID
114599189
Publisher
Institute of Electrical and Electronics Engineers
Year
2009
Tongue
English
Weight
579 KB
Volume
17
Category
Article
ISSN
1558-7916

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Penalized Likelihood-type Estimators for
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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