fChange

fChange-package

Analyze functional data and its change points. Includes functionality to store and process data, summarize and validate assumptions, characterize and perform inference of change points, and provide visualizations. Data is stored as discretely collected observations without requiring the selection of basis functions. For more details see chapter 8 of Horvath and Rice (2024) tools:::Rd_expr_doi("10.1007/978-3-031-51609-2"). Additional papers are forthcoming. Focused works are also included in the documentation of corresponding functions.

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Analyze functional data and its change points. Includes
functionality to store and process data, summarize and validate assumptions,
characterize and perform inference of change points, and provide
visualizations. Data is stored as discretely collected observations without
requiring the selection of basis functions. For more details see chapter 8
of Horvath and Rice (2024) <doi:10.1007/978-3-031-51609-2>. Additional papers
are forthcoming. Focused works are also included in the documentation of
corresponding functions.

Jeremy VanderDoes

Functional Change Point Detection and Analysis

Gregory Rice

Martin Wendler

fChange-package function

Maintainer: Jeremy VanderDoes <a href="/link/jeremy.vanderdoes%40gmail.com?package=fChange&version=2.1.0" data-mini-rdoc="fChange::jeremy.vanderdoes@gmail.com">jeremy.vanderdoes@gmail.com</a> (<a href="https://orcid.org/0009-0001-9885-3073">ORCID</a>) [copyright holder]
Authors:<ul>
<li>Gregory Rice</li>
<li>Martin Wendler</li>
</ul>

Author

General Information for fChange — fChange-package

Maintainer: Jeremy VanderDoes <a href='mailto:jeremy.vanderdoes@gmail.com'>jeremy.vanderdoes@gmail.com</a> (<a href='https://orcid.org/0009-0001-9885-3073'>ORCID</a>) [copyright holder]
Authors:<ul>
<li>Gregory Rice</li>
<li>Martin Wendler</li>
</ul>

fChange-package: General Information for fChange

Description

Arguments

Author

See Also