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:
changepoint.geo_1.1.1.tar.gz
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changepoint.geo_1.1.1.tgz(r-4.4-any)changepoint.geo_1.1.1.tgz(r-4.3-any)
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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')) |
Bug tracker:https://github.com/grundy95/changepoint.geo/issues
Last updated 3 years agofrom:8249e5be37. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 20 2024 |
R-4.5-win | OK | Aug 20 2024 |
R-4.5-linux | OK | Aug 20 2024 |
R-4.4-win | OK | Aug 20 2024 |
R-4.4-mac | OK | Aug 20 2024 |
R-4.3-win | OK | Aug 20 2024 |
R-4.3-mac | OK | Aug 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
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Geometrically Inspired Multivariate Changepoint Detection | ,changepoint.geo-package,changepoint.geo |
Principle angle mapping | angle.mapping |
Input all required arguments into cpt.geo class - Only intended for developer use. | class_input |
Euclidean distance mapping | distance.mapping |
Multivariate changepoint detection via two geometric mappings | geomcp |