NONPARAMETRIC MODAL REGRESSION
NONPARAMETRIC MODAL REGRESSION
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Full title
Author / Creator
Publisher
Hayward: Institute of Mathematical Statistics
Journal title
Language
English
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Publisher
Hayward: Institute of Mathematical Statistics
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Scope and Contents
Contents
Modal regression estimates the local modes of the distribution of Y given X = x, instead of the mean, as in the usual regression sense, and can hence reveal important structure missed by usual regression methods. We study a simple nonparametric method for modal regression, based on a kernel density estimate (KDE) of the joint distribution of Y and...
Alternative Titles
Full title
NONPARAMETRIC MODAL REGRESSION
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1458245725
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1458245725
Other Identifiers
ISSN
0090-5364
E-ISSN
2168-8966
DOI
10.1214/15-AOS1373
