Package: changepoint.geo 1.1.1

changepoint.geo: Geometrically Inspired Multivariate Changepoint Detection

Implements the high-dimensional changepoint detection method GeomCP and the related mappings used for changepoint detection. These methods view the changepoint problem from a geometrical viewpoint and aim to extract relevant geometrical features in order to detect changepoints. The geomcp() function should be your first point of call. References: Grundy et al. (2020) <doi:10.1007/s11222-020-09940-y>.

Authors:Thomas Grundy [aut, cre], Rebecca Killick [ths]

changepoint.geo_1.1.1.tar.gz
changepoint.geo_1.1.1.zip(r-4.5)changepoint.geo_1.1.1.zip(r-4.4)changepoint.geo_1.1.1.zip(r-4.3)
changepoint.geo_1.1.1.tgz(r-4.4-any)changepoint.geo_1.1.1.tgz(r-4.3-any)
changepoint.geo_1.1.1.tar.gz(r-4.5-noble)changepoint.geo_1.1.1.tar.gz(r-4.4-noble)
changepoint.geo_1.1.1.tgz(r-4.4-emscripten)changepoint.geo_1.1.1.tgz(r-4.3-emscripten)
changepoint.geo.pdf |changepoint.geo.html
changepoint.geo/json (API)

# Install 'changepoint.geo' in R:
install.packages('changepoint.geo', repos = c('https://grundy95.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/grundy95/changepoint.geo/issues

On CRAN:

30 exports 10 stars 3.04 score 33 dependencies 13 mentions 6 scripts 267 downloads

Last updated 3 years agofrom:8249e5be37. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 20 2024
R-4.5-winOKAug 20 2024
R-4.5-linuxOKAug 20 2024
R-4.4-winOKAug 20 2024
R-4.4-macOKAug 20 2024
R-4.3-winOKAug 20 2024
R-4.3-macOKAug 20 2024

Exports:ang.cptsang.cpts<-ang.outang.out<-angleangle.mappingangle<-data.setdata.set<-dist.cptsdist.cpts<-dist.outdist.out<-distancedistance.mappingdistance<-geomcpmslmsl<-nquantilesnquantiles<-pen.valuepen.value<-penaltypenalty<-plotshowsummarytest.stattest.stat<-

Dependencies:changepointchangepoint.npclicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6rbibutilsRColorBrewerRdpackrlangscalestibbleutf8vctrsviridisLitewithrzoo