Package: CondiS 0.1.2

Yizhuo Wang

CondiS: Censored Data Imputation for Direct Modeling

Impute the survival times for censored observations based on their conditional survival distributions derived from the Kaplan-Meier estimator. 'CondiS' can replace the censored observations with the best approximations from the statistical model, allowing for direct application of machine learning-based methods. When covariates are available, 'CondiS' is extended by incorporating the covariate information through machine learning-based regression modeling ('CondiS_X'), which can further improve the imputed survival time.

Authors:Yizhuo Wang [aut, cre], Ziyi Li [aut], Xuelin Huang [aut], Christopher Flowers [ctb]

CondiS_0.1.2.tar.gz
CondiS_0.1.2.zip(r-4.5)CondiS_0.1.2.zip(r-4.4)CondiS_0.1.2.zip(r-4.3)
CondiS_0.1.2.tgz(r-4.4-any)CondiS_0.1.2.tgz(r-4.3-any)
CondiS_0.1.2.tar.gz(r-4.5-noble)CondiS_0.1.2.tar.gz(r-4.4-noble)
CondiS_0.1.2.tgz(r-4.4-emscripten)CondiS_0.1.2.tgz(r-4.3-emscripten)
CondiS.pdf |CondiS.html✨
CondiS/json (API)

Peer review:

On CRAN:

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

2 exports 0.00 score 180 dependencies 3 scripts 240 downloads

Last updated 2 years agofrom:967222b2f8. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:CondiSCondiS_X

Dependencies:abindaskpassbackportsbase64encbitbit64blobbootbroombslibcachemcallrcarcarDatacaretcellrangerclassclicliprclockcodetoolscolorspacecommonmarkconflictedcorrplotcowplotcpp11crayoncurldata.tableDBIdbplyrDerivdiagramdigestdoBydplyrdtplyre1071evaluateexactRankTestsfansifarverfastmapfontawesomeforcatsforeachfsfuturefuture.applygarglegenericsggplot2ggpubrggrepelggsciggsignifggtextglobalsgluegoogledrivegooglesheets4gowergridExtragridtextgtablehardhathavenhighrhmshtmltoolshttridsipredisobanditeratorsjpegjquerylibjsonlitekernlabKernSmoothkm.ciKMsurvknitrlabelinglatticelavalifecyclelistenvlme4lubridatemagrittrmarkdownMASSMatrixMatrixModelsmaxstatmemoisemgcvmicrobenchmarkmimeminqaModelMetricsmodelrmunsellmvtnormnlmenloptrnnetnumDerivopensslparallellypbkrtestpillarpkgconfigplyrpngpolynomprettyunitspROCprocessxprodlimprogressprogressrproxypspurrrquantregR6raggrappdirsRColorBrewerRcppRcppEigenreadrreadxlrecipesrematchrematch2reprexreshape2rlangrmarkdownrpartrstatixrstudioapirvestsassscalesselectrshapeSparseMSQUAREMstringistringrsurvivalsurvminersurvMiscsyssystemfontstextshapingtibbletidyrtidyselecttidyversetimechangetimeDatetinytextzdbutf8uuidvctrsviridisLitevroomwithrxfunxml2xtableyamlzoo