Package: TSDT 1.0.8

Brian Denton

TSDT: Treatment-Specific Subgroup Detection Tool

Implements a method for identifying subgroups with superior response relative to the overall sample.

Authors:Chakib Battioui [aut], Brian Denton [aut, cre], Lei Shen [ctb], Eli Lilly and Company [cph]

TSDT_1.0.8.tar.gz
TSDT_1.0.8.zip(r-4.7)TSDT_1.0.8.zip(r-4.6)TSDT_1.0.8.zip(r-4.5)
TSDT_1.0.8.tgz(r-4.6-any)TSDT_1.0.8.tgz(r-4.5-any)
TSDT_1.0.8.tar.gz(r-4.7-any)TSDT_1.0.8.tar.gz(r-4.6-any)
TSDT_1.0.8.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
TSDT/json (API)

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

Bug tracker:https://github.com/elilillyco/cran_tsdt/issues

On CRAN:

Conda:

2.79 score 1 stars 61 scripts 260 downloads 38 exports 20 dependencies

Last updated from:1736c44ced. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK137
source / vignettesOK155
linux-release-x86_64OK136
macos-release-arm64OK112
macos-oldrel-arm64OK135
windows-develOK99
windows-releaseOK89
windows-oldrelOK96
wasm-releaseOK99

Exports:%nin%binary_transformbootstrapctree_wrappercutpointsdiff_mean_deviance_residualsdiff_quantile_responsediff_restricted_mean_survival_timediff_survival_time_quantiledistributionfoldsfunction_parameter_namesget_covariatesget_cutpointsget_suggested_subgroupget_trtget_yhazard_ratiomean_deviance_residualsmean_responsemob_wrapperna2emptyparse_partyparse_rpartpartitionpermutationquantile_responsereset_factor_levelsrpart_nodesrpart_wrappersubgroupsubsamplesummarysurvival_time_quantiletreatment_effectTSDTunfactorunpack_args

Dependencies:codetoolscoinhashlatticelibcoinMASSMatrixmatrixStatsmlbenchmodeltoolsmultcompmvtnormpartyrpartsandwichstrucchangesurvivalsurvRM2TH.datazoo

Readme and manuals

Help Manual

Help pageTopics
%nin%%nin%
binary transformbinary_transform
bootstrapbootstrap
BootstrapBootstrap-class
BootstrapStatisticBootstrapStatistic-class
ctree_wrapperctree_wrapper
CTreeCTree-class
Get distribution of cutpoints for subgroups.cutpoints
diff_mean_deviance_residualsdiff_mean_deviance_residuals
diff_quantile_responsediff_quantile_response
diff_restricted_mean_survival_timediff_restricted_mean_survival_time
diff_survival_time_quantilediff_survival_time_quantile
distributiondistribution
foldsfolds
function_parameter_namesfunction_parameter_names
get_covariatesget_covariates
get_cutpointsget_cutpoints get_cutpoints,ANY-method get_cutpoints,TSDT-method get_cutpoints,TSDT_CutpointDistribution-method
get_suggested_subgroupget_suggested_subgroup
get_trtget_trt
get_yget_y
hazard_ratiohazard_ratio
mean_deviance_residualsmean_deviance_residuals
mean_responsemean_response
mob_wrappermob_wrapper
MOBMOB-class
na2emptyna2empty
parse_partyparse_party
parse_rpartparse_rpart
partitionpartition
permutationpermutation
quantile_responsequantile_response
reset_factor_levelsreset_factor_levels
rpart_nodesrpart_nodes
rpart_wrapperrpart_wrapper
subgroupsubgroup
subsamplesubsample
SubsampleSubsample-class
Summary function for class TSDT.summary,TSDT-method
survival_time_quantilesurvival_time_quantile
treatment_effecttreatment_effect
Treatment-Specific Subgroup Detection ToolTSDT
TSDT_CutpointDistributionTSDT_CutpointDistribution-class
TSDT_SampleTSDT_Sample-class
TSDTTSDT-class
unfactorunfactor
unpack_argsunpack_args