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FUNCTIONAL DATA ANALYSIS IN THE BANACH SPACE OF CONTINUOUS FUNCTIONS

FUNCTIONAL DATA ANALYSIS IN THE BANACH SPACE OF CONTINUOUS FUNCTIONS

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2408564926

FUNCTIONAL DATA ANALYSIS IN THE BANACH SPACE OF CONTINUOUS FUNCTIONS

About this item

Full title

FUNCTIONAL DATA ANALYSIS IN THE BANACH SPACE OF CONTINUOUS FUNCTIONS

Publisher

Hayward: Institute of Mathematical Statistics

Journal title

The Annals of statistics, 2020-04, Vol.48 (2), p.1168-1192

Language

English

Formats

Publication information

Publisher

Hayward: Institute of Mathematical Statistics

More information

Scope and Contents

Contents

Functional data analysis is typically conducted within the L²-Hilbert space framework. There is by now a fully developed statistical toolbox allowing for the principled application of the functional data machinery to real-world problems, often based on dimension reduction techniques such as functional principal component analysis. At the same time,...

Alternative Titles

Full title

FUNCTIONAL DATA ANALYSIS IN THE BANACH SPACE OF CONTINUOUS FUNCTIONS

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2408564926

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2408564926

Other Identifiers

ISSN

0090-5364

E-ISSN

2168-8966

DOI

10.1214/19-AOS1842

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