Package: LongCART 3.2

LongCART: Recursive Partitioning for Longitudinal Data and Right Censored Data Using Baseline Covariates

Constructs tree for continuous longitudinal data and survival data using baseline covariates as partitioning variables according to the 'LongCART' and 'SurvCART' algorithm, respectively. Later also included functions to calculate conditional power and predictive power of success based on interim results and probability of success for a prospective trial.

Authors:Madan G Kundu

LongCART_3.2.tar.gz
LongCART_3.2.zip(r-4.7)LongCART_3.2.zip(r-4.6)LongCART_3.2.zip(r-4.5)
LongCART_3.2.tgz(r-4.6-any)LongCART_3.2.tgz(r-4.5-any)
LongCART_3.2.tar.gz(r-4.7-any)LongCART_3.2.tar.gz(r-4.6-any)
LongCART_3.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
LongCART/json (API)

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

Bug tracker:https://github.com/madanstat/longcart/issues

Datasets:
  • ACTG175 - Converted AIDS Clinical Trials Group Study 175
  • GBSG2 - German Breast Cancer Study Group 2

On CRAN:

Conda:

1.00 score 5 scripts 194 downloads 18 exports 93 dependencies

Last updated from:7d771ef32f. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE165
source / vignettesOK193
linux-release-x86_64NOTE152
macos-release-arm64NOTE196
macos-oldrel-arm64NOTE156
windows-develNOTE119
windows-releaseNOTE118
windows-oldrelNOTE127
wasm-releaseOK131

Exports:KMPlotLongCARTplot.LongCARTplot.SurvCARTPoSpredict.LongCARTpredict.SurvCARTProfilePlotStabCatStabCat.survStabContStabCont.survsucc_iasucc_ia_betabinom_onesucc_ia_betabinom_twoSurvCARTtext.LongCARTtext.SurvCART

Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecommonmarkcorrplotcowplotcpp11curlDerivdoBydplyrexactRankTestsfarverforecastFormulafracdiffgenericsggplot2ggpubrggrepelggsciggsignifggtextgluegridExtragridtextgtableisobandjpeglabelinglatticelifecyclelitedownlme4lmtestmagicmagrittrmarkdownMASSMatrixMatrixModelsmaxstatmgcvmicrobenchmarkminqamodelrmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpngpolynompurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangrpartrstatixS7scalesSparseMstringistringrsurvivalsurvminertibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrxfunxml2zoo