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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.
Version: | 2.0.0 |
Depends: | R (≥ 2.10) |
Imports: | dplyr, fastmatrix, fda, ftsa, ggplot2, ggpubr, graphics, grDevices, MASS, methods, plot3D, plotly, rainbow, RColorBrewer, Rcpp, RcppArmadillo, Rfast, sandwich, scales, stats, tensorA, tidyr, vars |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | CompQuadForm, fda.usc, forecast, funData, jmuOutlier, knitr, lattice, rmarkdown, testthat (≥ 3.0.0) |
Published: | 2025-03-27 |
DOI: | 10.32614/CRAN.package.fChange |
Author: | Jeremy VanderDoes |
Maintainer: | Jeremy VanderDoes <jeremy.vanderdoes at gmail.com> |
License: | GPL (≥ 3) |
URL: | https://jrvanderdoes.github.io/fChange/ |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | fChange results |
Reference manual: | fChange.pdf |
Package source: | fChange_2.0.0.tar.gz |
Windows binaries: | r-devel: fChange_2.0.0.zip, r-release: fChange_2.0.0.zip, r-oldrel: fChange_2.0.0.zip |
macOS binaries: | r-devel (arm64): fChange_2.0.0.tgz, r-release (arm64): fChange_2.0.0.tgz, r-oldrel (arm64): fChange_2.0.0.tgz, r-devel (x86_64): fChange_2.0.0.tgz, r-release (x86_64): fChange_2.0.0.tgz, r-oldrel (x86_64): fChange_2.0.0.tgz |
Old sources: | fChange archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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