FUNCTIONAL DATA ANALYSIS FOR DENSITY FUNCTIONS BY TRANSFORMATION TO A HILBERT SPACE
FUNCTIONAL DATA ANALYSIS FOR DENSITY FUNCTIONS BY TRANSFORMATION TO A HILBERT SPACE
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Publisher
Hayward: Institute of Mathematical Statistics
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Language
English
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Hayward: Institute of Mathematical Statistics
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Scope and Contents
Contents
Functional data that are nonnegative and have a constrained integral can be considered as samples of one-dimensional density functions. Such data are ubiquitous. Due to the inherent constraints, densities do not live in a vector space and, therefore, commonly used Hubert space based methods of functional data analysis are not applicable. To address...
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Full title
FUNCTIONAL DATA ANALYSIS FOR DENSITY FUNCTIONS BY TRANSFORMATION TO A HILBERT SPACE
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Record Identifier
TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1449755961
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_projecteuclid_primary_oai_CULeuclid_euclid_aos_1449755961
Other Identifiers
ISSN
0090-5364
E-ISSN
2168-8966
DOI
10.1214/15-AOS1363
