FUNCTIONAL ADDITIVE REGRESSION
FUNCTIONAL ADDITIVE REGRESSION
About this item
Full title
Author / Creator
Publisher
Hayward: Institute of Mathematical Statistics
Journal title
Language
English
Formats
Publication information
Publisher
Hayward: Institute of Mathematical Statistics
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Scope and Contents
Contents
We suggest a new method, called Functional Additive Regression, or FAR, for efficiently performing high-dimensional functional regression. FAR extends the usual linear regression model involving a functional predictor, X(t), and a scalar response, Y, in two key respects. First, FAR uses a penalized least squares optimization approach to efficiently...
Alternative Titles
Full title
FUNCTIONAL ADDITIVE REGRESSION
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1442364153
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1442364153
Other Identifiers
ISSN
0090-5364
E-ISSN
2168-8966
DOI
10.1214/15-AOS1346
