Package: crops 1.0.3

Daniel Grose

crops: Changepoints for a Range of Penalties (CROPS)

Implements the Changepoints for a Range of Penalties (CROPS) algorithm of Haynes et al. (2017) <doi:10.1080/10618600.2015.1116445> for finding all of the optimal segmentations for multiple penalty values over a continuous range.

Authors:Daniel Grose [aut, cre], Paul Fearnhead [aut], Idris Eckley [ctb]

crops_1.0.3.tar.gz
crops_1.0.3.tar.gz(r-4.5-noble)crops_1.0.3.tar.gz(r-4.4-noble)
crops_1.0.3.tgz(r-4.4-emscripten)crops_1.0.3.tgz(r-4.3-emscripten)
crops.pdf |crops.html
crops/json (API)

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

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

7 exports 0.23 score 113 dependencies 1 dependents 2 scripts 372 downloads

Last updated 2 years agofrom:8e29eea5a9. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 13 2024
R-4.5-linuxOKSep 13 2024

Exports:cropsplotprintsegmentationssubsetsummaryunique

Dependencies:askpassbackportsbase64encbitbit64blobbroombslibcachemcallrcellrangerclicliprcolorspaceconflictedcowplotcpp11crayoncurldata.tableDBIdbplyrdigestdplyrdtplyrevaluatefansifarverfastmapfontawesomeforcatsfsgarglegenericsggplot2gluegoogledrivegooglesheets4gtablehavenhighrhmshtmltoolshttridsisobandjquerylibjsonliteknitrlabelinglatticelifecyclelubridatemagrittrMASSMatrixmemoisemgcvmimemodelrmunsellnlmeopensslpillarpkgconfigplyrprettyunitsprocessxprogresspspurrrR6raggrappdirsrbibutilsRColorBrewerRcppRdpackreadrreadxlrematchrematch2reprexreshaperlangrmarkdownrstudioapirvestsassscalesselectrsetsstringistringrsyssystemfontstextshapingtibbletidyrtidyselecttidyversetimechangetinytextzdbutf8uuidvctrsviridisLitevroomwithrxfunxml2yaml

Readme and manuals

Help Manual

Help pageTopics
Generic implementation of the crops algorithm (ref goes here).crops
Visualisation of data, costs, penalty values and changepoint locations.plot plot,crops.class,data.frame-method plot,crops.class,missing-method
Pretty printing for crops resultsprint print,crops.class-method
Summary of segmentations by penalty valuesegmentations segmentations,crops.class-method
Subset crops results based on penalty valuessubset subset,crops.class-method
Summary of crops resultsummary summary,crops.class-method
Remove duplicate entries from a crops resultunique unique,crops.class-method