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-4.5)LongCART_3.2.zip(r-4.4)LongCART_3.2.zip(r-4.3)
LongCART_3.2.tgz(r-4.5-any)LongCART_3.2.tgz(r-4.4-any)LongCART_3.2.tgz(r-4.3-any)
LongCART_3.2.tar.gz(r-4.5-noble)LongCART_3.2.tar.gz(r-4.4-noble)
LongCART_3.2.tgz(r-4.4-emscripten)LongCART_3.2.tgz(r-4.3-emscripten)
LongCART.pdf |LongCART.html✨
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-Forge:

1.00 score 4 scripts 273 downloads 18 exports 96 dependencies

Last updated 3 years agofrom:7d771ef32f. Checks:3 OK, 5 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 11 2025
R-4.5-winNOTEFeb 11 2025
R-4.5-macNOTEFeb 11 2025
R-4.5-linuxNOTEFeb 11 2025
R-4.4-winNOTEFeb 11 2025
R-4.4-macNOTEFeb 11 2025
R-4.3-winOKFeb 11 2025
R-4.3-macOKFeb 11 2025

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

Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecommonmarkcorrplotcowplotcpp11curldata.tableDerivdoBydplyrevaluateexactRankTestsfansifarverFormulagenericsggplot2ggpubrggrepelggsciggsignifggtextgluegridExtragridtextgtablehighrisobandjpegkm.ciKMsurvknitrlabelinglatticelifecyclelme4magicmagrittrmarkdownMASSMatrixMatrixModelsmaxstatmgcvmicrobenchmarkminqamodelrmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpngpolynompurrrquantregR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangrpartrstatixscalesSparseMstringistringrsurvivalsurvminersurvMisctibbletidyrtidyselectutf8vctrsviridisLitewithrxfunxml2xtableyamlzoo