VARIABLE SELECTION IN NONPARAMETRIC ADDITIVE MODELS
VARIABLE SELECTION IN NONPARAMETRIC ADDITIVE MODELS
About this item
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Author / Creator
Publisher
Cleveland, OH: Institute of Mathematical Statistics
Journal title
Language
English
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Publisher
Cleveland, OH: Institute of Mathematical Statistics
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Scope and Contents
Contents
We consider a nonparametric additive model of a conditional mean function in which the number of variables and additive components may be larger than the sample size but the number of nonzero additive components is "small" relative to the sample size. The statistical problem is to determine which additive components are nonzero. The additive compon...
Alternative Titles
Full title
VARIABLE SELECTION IN NONPARAMETRIC ADDITIVE MODELS
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_2994588
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_2994588
Other Identifiers
ISSN
0090-5364
E-ISSN
2168-8966
DOI
10.1214/09-AOS781
