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Nonparametric Detection of Multiple Location-Scale Change Points via Wild Binary Segmentation

Nonparametric Detection of Multiple Location-Scale Change Points via Wild Binary Segmentation

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2548739922

Nonparametric Detection of Multiple Location-Scale Change Points via Wild Binary Segmentation

About this item

Full title

Nonparametric Detection of Multiple Location-Scale Change Points via Wild Binary Segmentation

Author / Creator

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2021-07

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

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Scope and Contents

Contents

While parametric multiple change point detection has been widely studied, less attention has been given to the nonparametric task of detecting multiple change points in a sequence of observations when their distribution is unknown. Most existing work on this topic is either based on penalized cost functions which can suffer from false positive dete...

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Full title

Nonparametric Detection of Multiple Location-Scale Change Points via Wild Binary Segmentation

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Author / Creator

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Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2548739922

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2548739922

Other Identifiers

E-ISSN

2331-8422

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