The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

survival: Survival Analysis

Contains the core survival analysis routines, including definition of Surv objects, Kaplan-Meier and Aalen-Johansen (multi-state) curves, Cox models, and parametric accelerated failure time models.

Version: 3.8-3
Priority: recommended
Depends: R (≥ 3.5.0)
Imports: graphics, Matrix, methods, splines, stats, utils
Published: 2024-12-17
DOI: 10.32614/CRAN.package.survival
Author: Terry M Therneau [aut, cre], Thomas Lumley [ctb, trl] (original S->R port and R maintainer until 2009), Atkinson Elizabeth [ctb], Crowson Cynthia [ctb]
Maintainer: Terry M Therneau <therneau.terry at mayo.edu>
License: LGPL-2 | LGPL-2.1 | LGPL-3 [expanded from: LGPL (≥ 2)]
Copyright: see file COPYRIGHTS
URL: https://github.com/therneau/survival
NeedsCompilation: yes
Citation: survival citation info
Materials: NEWS
In views: ClinicalTrials, Econometrics, Survival
CRAN checks: survival results

Documentation:

Reference manual: survival.pdf
Vignettes: Adjusted Survival Curves (source, R code)
Approximating a Cox Model (source, R code)
Multi-state models and competing risks (source, R code)
Concordance (source, R code)
Matrix exponentials (source, R code)
Survival package methods (source, R code)
Multi-state survival curves (source)
Other vignettes (source)
Population contrasts (source, R code)
Brier scores and the redistribute-to-the-right algorithm (source, R code)
Splines, plots, and interactions (source, R code)
The survival package (source, R code)
Roundoff error and tied times (source, R code)
Using Time Dependent Covariates (source, R code)
Validation (source, R code)

Downloads:

Package source: survival_3.8-3.tar.gz
Windows binaries: r-devel: survival_3.7-0.zip, r-release: survival_3.8-3.zip, r-oldrel: survival_3.8-3.zip
macOS binaries: r-release (arm64): survival_3.8-3.tgz, r-oldrel (arm64): survival_3.8-3.tgz, r-release (x86_64): survival_3.8-3.tgz, r-oldrel (x86_64): survival_3.8-3.tgz
Old sources: survival archive

Reverse dependencies:

Reverse depends: aCGH, AER, AF, ahaz, ahMLE, aisoph, anoint, APtools, BART, bayesDP, BayesianMediationA, BayesMixSurv, bayesSurv, bcfrailph, bcfrailphdv, BeQut, bhm, biostat3, blapsr, BMA, bpcp, BRACE, bshazard, carcass, CaseCohortCoxSurvival, cchs, censored, CGEN, ClassifyR, cmprsk, coin, ComparisonSurv, compound.Cox, cond, contTimeCausal, Copula.Markov.survival, coxed, coxme, coxphm, coxphSGD, coxphw, CoxR2, CPE, crrcbcv, crrSC, csampling, ctqr, cuRe, curephEM, curesurv, currentSurvival, DCEtool, discfrail, distcomp, dnn, DOVE, DTAT, dtrSurv, dynpred, ebmstate, epiDisplay, epiR, EquiSurv, EstimationTools, eventTrack, EvidenceSynthesis, factorial2x2, FamEvent, fitdistrplus, flexrsurv, flexsurv, flexsurvcure, FlexVarJM, frailtyEM, frailtyHL, frailtyMMpen, frailtypack, frailtySurv, frequentistSSD, gamlss.cens, gcerisk, geecure, glmpath, globaltest, gmvjoint, GofCens, GORCure, GSED, gte, haplo.ccs, HCmodelSets, hdbma, HybridMTest, iBST, icenReg, Icens, icensBKL, ICGOR, icpack, IDPSurvival, InferenceSMR, InformativeCensoring, interval, invGauss, iPath, IPCWK, ipcwswitch, IPDfromKM, ipflasso, isoSurv, iterativeBMAsurv, jlctree, JM, JMbayes, JMbayes2, JMH, joineR, joineRML, joint.Cox, JSM, kin.cohort, KMunicate, linERR, lnmixsurv, logicFS, LogicReg, LongCART, lpl, luca, MapGAM, marg, messina, mexhaz, mfp, miRecSurv, missDeaths, mixcure, mma, mmabig, mmc, ModTools, mRMRe, MST, mstate, multcomp, multipleNCC, multiridge, NADA, nftbart, nlreg, nltm, NPHMC, nricens, NSM3, oceCens, Oncofilterfast, OrdFacReg, ordinalgmifs, OTRselect, p3state.msm, packHV, parfm, partDSA, pch, PDXpower, penalized, PenCoxFrail, penPHcure, peperr, permGS, PHeval, PHInfiniteEstimates, PICBayes, plac, PRIMEplus, psbcGroup, PWEXP, PwrGSD, Qest, qrcm, qrcmNP, randomizeR, rbsurv, RcmdrPlugin.BWS1, RcmdrPlugin.BWS2, RcmdrPlugin.BWS3, RcmdrPlugin.DCE, RcmdrPlugin.survival, RegParallel, RelDists, relsurv, RISCA, risksetROC, RobustAFT, rprev, rstpm2, season, seawaveQ, selectiveInference, SemiCompRisks, seqDesign, SigCheck, SIMMS, simMSM, SimNPH, smcure, smoothHR, smoothSurv, snpStats, sox, speff2trial, SPREDA, spsurv, ssym, STAND, stepp, surrosurvROC, survAH, survBootOutliers, survC1, survcomp, survcompare, SurvEval, survexp.fr, survey, survIDINRI, survivalMPL, survivalPLANN, survivalSL, survivalsvm, survivalVignettes, survMisc, SurvRegCensCov, survRM2, survSNP, survstan, SurvTrunc, survtype, TH.data, threg, thregI, timereg, tLagInterim, tnet, TransModel, TwoArmSurvSim, uni.survival.tree, uniah, VEwaning, VEwaningVariant, vsd, xhaz, YPBP, YPPE
Reverse imports: ABSurvTDC, ActFrag, addhazard, adjSURVCI, adjustedCurves, AdverseEvents, aftgee, afthd, aftR2, aftsem, afttest, AICcmodavg, allestimates, allMT, amt, ANF, ascii, autoReg, AutoScore, autoslider.core, Ball, bamlss, base.rms, basecamb, bayesCT, BayesCTDesign, bayesCureRateModel, BayesFBHborrow, BayesSurvival, BayesSurvive, baytrends, BEAMR, beanz, BeSS, bestridge, BGPhazard, bigSurvSGD, binequality, BioPETsurv, BioPred, biospear, BivRec, blockForest, BloodCancerMultiOmics2017, BNPdensity, bonsaiforest, boot.pval, bossR, BSGW, bujar, burgle, c060, calibmsm, CalibrationCurves, canceR, cancerGI, carSurv, Cascade, casebase, CaseBasedReasoning, casper, catalytic, CatPredi, CauchyCP, causalCmprsk, ccostr, CenBAR, cenROC, censCov, censcyt, CeRNASeek, CFC, CFO, cforward, cg, chest, chngpt, chopsticks, CIEE, CIMPLE, ciTools, clespr, clintools, clustcurv, cmprskcoxmsm, cmprskQR, coda4microbiome, CohortSurvival, cohorttools, comets, compareGroups, CondiS, condSURV, consICA, controlTest, CopulaCenR, CoRpower, cotram, Counterfactual, CoxAIPW, CoxBcv, Coxmos, coxphf, coxrobust, coxrt, CP, CPsurv, CsChange, CSCNet, csmpv, CSTE, CureAuxSP, CureDepCens, cutoff, CutpointsOEHR, cvwrapr, cyclomort, Cyclops, DCEmgmt, dcurves, debest, deeptrafo, DepCens, depCensoring, DeSousa2013, dipm, dirttee, diversityForest, dpasurv, drcSeedGerm, drcte, drgee, dropR, drugDemand, dscoreMSM, DWreg, DynForest, DynNom, dynsurv, easy.glmnet, easysurv, ecpc, EGRET, eha, EL2Surv, ELYP, em, ems, EnMCB, eoa3, epade, ePCR, Epi, EpiForsk, epiomics, epistasisGA, epitab, EQUALSTATS, etm, etree, eventglm, eventPred, EventPredInCure, extrafrail, ezcox, familiar, fastcmprsk, FastJM, FHtest, fic, figuRes2, finalfit, findIPs, FLORAL, fmrs, forsearch, GAGAs, gamlss, gbm, GDCRNATools, GEInter, genefilter, GenEst, gestate, GFDsurv, gfoRmula, ggparty, ggplot2.utils, ggquickeda, ggRandomForests, ggrisk, ggscidca, ggsurvfit, GJRM, glm.predict, glmmPen, glmnet, glmnetr, GNOSIS, gofreg, GPSCDF, graphPAF, gravity, greport, GRIN2, gsDesign2, GSgalgoR, gsMAMS, GSSTDA, GTDL, GWASinlps, GWASTools, gwasurvivr, HazardDiff, HCTDesign, hdcuremodels, HDJM, hdnom, hds, hesim, highMLR, HIMA, horseshoenlm, HQM, hrcomprisk, ICcalib, ICcforest, ICSKAT, idem, IDMIR, IMAS, imsig, incubate, iNETgrate, interactionRCS, ipred, ipw, ipwCoxCSV, IrregLong, iterativeBMAsurv, ivtools, ivygapSE, JLPM, jmBIG, JointAI, JointFPM, jomo, jskm, jsmodule, jstable, km.ci, kmcut, kmi, KONPsurv, landest, Landmarking, landmulti, landpred, lava, lcmm, lilikoi, lillies, lodGWAS, longitudinalcascade, longROC, LTRCforests, LTRCtrees, mable, MachineShop, maczic, maftools, MAGNAMWAR, maicplus, MAICtools, markovMSM, maxcombo, mboost, mccmeiv, MCPModBC, Mediana, meerva, MetabolicSurv, metaSurvival, mets, mfp2, MFSIS, mhazard, mhurdle, miceafter, miCoPTCM, MicrobiomeSurv, microsimulation, MiMIR, MiRKAT, miRspongeR, miWQS, mixPHM, mixtools, mlma, mlr, mlt, mlt.docreg, MMAD, mMARCH.AC, model4you, modeLLtest, modgo, mombf, MonotoneHazardRatio, moonBook, MOSClip, mpr, mratios, msaenet, msm, MSstats, MTLR, muhaz, multiClust, multinma, multipleOutcomes, multisite.accuracy, multiview, multtest, My.stepwise, NADA2, NetSAM, NNMIS, nnt, nparsurv, nph, NPHazardRate, nphPower, nphRCT, nsROC, numKM, obliqueRSF, ODS, omicsViewer, OneArm2stage, OneArmTTE, OneSampleLogRankTest, OptimalTiming, orthoDr, oscar, OSTE, otrKM, palasso, PAmeasures, pammtools, pamr, parTimeROC, party, partykit, pathwayPCA, pathwayTMB, pbatR, PBIR, PCLassoReg, pcvr, pda, PDN, pec, penalizedclr, pencal, permimp, personalized, pgxRpi, Phase123, phenoTest, phers, PJFM, plasma, pldamixture, plgraphics, plsmselect, plsRcox, PMAPscore, pmcalibration, polle, popEpi, postGGIR, powerSurvEpi, pre, precmed, predRupdate, prioritylasso, prodlim, ProgModule, ProSGPV, psBayesborrow, psbcSpeedUp, psborrow, psc, PScr, pseval, psfmi, psichomics, psm3mkv, PTE, PTERP, pubh, Publish, PWEALL, qgcomp, qgcompint, Qindex, QoLMiss, qris, QTOCen, quantreg, quickReg, R2Addhaz, R4HCR, RABR, randomGLM, rankhazard, RcmdrPlugin.KMggplot2, rcssci, recforest, reconstructKM, recurrentpseudo, regmedint, regplot, regport, ReIns, remiod, remss, reportRmd, reReg, ReSurv, RGS, riAFTBART, rigr, riskRegression, RItools, RLassoCox, rms, rmsb, rmstcompsens, rnaEditr, RobinCar, RoBSA, rocTree, ROlogit, rolr, rpsftm, rsides, rstanarm, Rsurrogate, RTCGA, RTNsurvival, safestats, SAME, SCCS, SCFA, SCORNET, scRNAtools, SEERaBomb, semicmprskcoxmsm, SemiPar.depCens, SensIAT, sGBJ, sglg, SHELF, shinyCox, shrink, SIDES, sievePH, SIGN, signatureSurvival, signeR, sigsquared, sim.BA, simexaft, SimHaz, simIDM, simPH, simtrial, SIS, skpr, smcfcs, smdi, SMDIC, SMPracticals, sMSROC, SNPassoc, sp23design, spatsurv, spBayesSurv, spef, spicyR, squant, ssMutPA, SSRMST, starnet, stdReg, stdReg2, StepReg, stpm, stratamatch, StratifiedMedicine, SubgrpID, success, SUMMER, Sunclarco, superpc, SuRF.vs, Surrogate, SurrogateOutcome, SurrogateTest, surrosurv, surv2sampleComp, survAUC, survAWKMT2, survClust, SurvCorr, survCurve, SurvDisc, survELtest, survex, surveynnet, SurvHiDim, survidm, survival.svb, survivalAnalysis, SurvivalClusteringTree, survivalMPLdc, survivalREC, SurvMA, SurvMetrics, SurvMI, survminer, survML, survobj, survout, survParamSim, survRM2adapt, survRM2perm, survSAKK, survSens, SVMDO, SvyNom, synthpop, tableeasy, targeted, tauProcess, tdROC, tern, tfCox, ThomasJeffersonUniv, ThresholdROCsurvival, tidyCDISC, tidycmprsk, TidyDensity, tidytof, TimeVTree, tinyarray, tLagPropOdds, TOP, tornado, trajmsm, tram, tramicp, TraMineRextras, transmdl, TreatmentSelection, trio, truncAIPW, TSDT, tsriadditive, TwoStepCLogit, vaccine, vaccineff, valorate, VarReg, vaxpmx, VBJM, vpc, VSOLassoBag, WCE, Wcompo, wcox, WGCNA, WINS, wintime, WLreg, WR, WRTDStidal, xlink, xpose4, YPmodelPhreg
Reverse suggests: agridat, ahw, aorsf, aplore3, arsenal, ARTool, atable, autonomics, BayesGP, bayesplot, BB, BCClong, BFpack, biglasso, bnnSurvival, boot, Boruta, brea, BrokenAdaptiveRidge, broom, broom.helpers, butcher, BuyseTest, CADF, CALIBERrfimpute, car, cardx, cBioPortalData, cequre, choplump, clinfun, cloneRate, Colossus, confSAM, contsurvplot, copcor, coreSim, crosstable, CTNote, curatedBladderData, curatedOvarianData, curatedPCaData, DAAG, DanielBiostatistics10th, dawai, depigner, desctable, discSurv, dlnm, doBy, dressCheck, dtrackr, edecob, EmpiricalCalibration, EpiMix, exactRankTests, extremefit, fairml, fastAFT, FastKM, flexmix, fluoSurv, forestmodel, forplo, FRESA.CAD, fwb, gamair, gamboostLSS, gamlss.inf, gap, genSurv, GGally, ggeffects, ggformula, ggfortify, ggpolar, ggstats, ggstatsplot, glmglrt, glmSparseNet, glmulti, Greg, grf, grImport, grpreg, gtsummary, h2o, hal9001, HarmonizedTCGAData, heemod, highcharter, Hmisc, homomorpheR, HSAUR, HSAUR2, HSAUR3, iClusterVB, icmstate, injurytools, INLAjoint, insight, iNZightRegression, irboost, ISwR, kdry, kernhaz, kmc, kyotil, lavaSearch2, LDM, lmtest, lrstat, lss2, marginaleffects, marginalizedRisk, MASS, MatchIt, maxstat, mc2d, MCPModGeneral, mediation, metafor, mgcv, mi, mice, midasHLA, mitml, mlr3filters, mlsurvlrnrs, modelsummary, momentuHMM, MultiAssayExperiment, MuMIn, musicatk, mxfda, ncvreg, netdiffuseR, nipalsMCIA, nlive, nncc, npsm, opera, optband, outreg, pander, parameters, parmsurvfit, parsnip, pder, pensim, performance, ph2bye, ph2mult, phyloregion, pillar, PINSPlus, PlackettLuce, pmartR, pmml, pmxpartab, PResiduals, psborrow2, purge, qwraps2, R2HTML, randomForestSRC, ranger, rattle, recodeflow, RegrCoeffsExplorer, relevance, report, reporttools, reservr, RESI, ricu, rineq, RLT, rmdl, rpart, rsimsum, rsmatch, rsurv, rtables, RVAideMemoire, saemix, safe, sandwich, scFeatures, sharp, shinyPredict, simex, simstudy, simsurv, sirus, smof, smoothROCtime, sparseR, srvyr, SSLR, Statial, statsExpressions, subscreen, support.BWS, support.BWS2, support.BWS3, support.CEs, survivalmodels, SurvivalTests, tab, tableone, tbm, TCGAbiolinks, texmex, tfrmt, tidybulk, tidytidbits, timeEL, timeROC, tramME, tramnet, tramvs, treeshap, trtf, trtswitch, truncreg, tuneRanger, UCSCXenaShiny, Umpire, utile.tables, utile.tools, utile.visuals, VirtualPop, visreg, wally, WARDEN, WeightIt, WinRatio, xtable, yardstick, zlog, ztable
Reverse enhances: denstrip, emmeans, papeR, prediction, qvcalc, stargazer, texreg

Linking:

Please use the canonical form https://CRAN.R-project.org/package=survival to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.