Hmisc: Harrell Miscellaneous

Contains many functions useful for data analysis, high-level graphics, utility operations, functions for computing sample size and power, simulation, importing and annotating datasets, imputing missing values, advanced table making, variable clustering, character string manipulation, conversion of R objects to LaTeX and html code, recoding variables, caching, simplified parallel computing, encrypting and decrypting data using a safe workflow, general moving window statistical estimation, and assistance in interpreting principal component analysis.

Version:	5.2-5
Depends:	R (≥ 4.2.0)
Imports:	methods, ggplot2, cluster, rpart, nnet, foreign, gtable, grid, gridExtra, data.table, htmlTable (≥ 1.11.0), viridisLite, htmltools, base64enc, colorspace, rmarkdown, knitr, Formula
Suggests:	survival, qreport, acepack, chron, rms, mice, rstudioapi, tables, plotly (≥ 4.5.6), rlang, VGAM, leaps, pcaPP, digest, parallel, polspline, abind, kableExtra, rio, lattice, latticeExtra, gt, sparkline, jsonlite, htmlwidgets, qs, getPass, keyring, safer, htm2txt, boot
Published:	2026-01-09
DOI:	10.32614/CRAN.package.Hmisc
Author:	Frank E Harrell Jr [aut, cre], Cole Beck [ctb], Charles Dupont [ctb]
Maintainer:	Frank E Harrell Jr <fh at fharrell.com>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	https://hbiostat.org/R/Hmisc/
NeedsCompilation:	yes
Materials:	README, NEWS, ChangeLog
In views:	Bayesian, Databases, Econometrics, MissingData, ReproducibleResearch
CRAN checks:	Hmisc results

Documentation:

Reference manual:

Hmisc.html , Hmisc.pdf

Downloads:

Package source:	Hmisc_5.2-5.tar.gz
Windows binaries:	r-devel: Hmisc_5.2-5.zip, r-release: Hmisc_5.2-5.zip, r-oldrel: Hmisc_5.2-5.zip
macOS binaries:	r-release (arm64): Hmisc_5.2-5.tgz, r-oldrel (arm64): Hmisc_5.2-5.tgz, r-release (x86_64): Hmisc_5.2-5.tgz, r-oldrel (x86_64): Hmisc_5.2-5.tgz
Old sources:	Hmisc archive

Reverse dependencies:

Reverse depends:	abctools, acid, alternativeROC, anesrake, aspace, cg, colorscience, EstCRM, fastLiquidAssociation, FRESA.CAD, funModeling, greport, iCARE, ImportExport, LifeHist, MineICA, monobin, nlmeVPC, pch, phenoTest, poolVIM, qreport, RcmdrPlugin.Export, RHMS, RM.weights, rms, separationplot, testforDEP, UsingR
Reverse imports:	accessibility, adventr, affinitymatrix, AMISforInfectiousDiseases, ammiBayes, ANCOMBC, atable, AutoScore, AutoWeatherIndices, bakR, basecamb, basifoR, bcf, bettr, biovizBase, blindreview, boiwsa, BRINDA, bumblebee, CAinterprTools, calibmsm, CalibrationCurves, CAMERA, catfun, cellmigRation, CFAcoop, ChAMP, Chicago, choroplethr, clinpubr, CNVScope, cofad, combcoint, Compind, CoNI, conmet, corrtable, cosinor2, Counterfactual, cpmBigData, CPSM, cpsurvsim, CsChange, csmpv, cultevo, DaMiRseq, DAMOCLES, datana, datazoom.amazonia, dcortools, ddecompose, DDPNA, DeepLearningCausal, derfinder, dineq, DIZutils, DTAT, easyr, eatRep, EBMAforecast, ecospat, epade, EpiForsk, esvis, etable, fcfdr, fdapace, fdarep, fitPS, forsearch, FRK, GEInter, GenMarkov, GenTwoArmsTrialSize, gfoRmulaICE, ggbio, ggquickeda, Gmisc, goeveg, gomp, grafify, grapesAgri1, Greg, growthPheno, hdpGLM, heuristica, HH, HuraultMisc, iarm, iCAMP, iCellR, IIS, imageData, inDAGO, intsvy, iPRISM, ISCA, JMbayes, jsmodule, kdry, kehra, kernelPhil, KnowSeq, LDAcoop, LEGIT, lfproQC, Lheuristic, LorMe, LPBkg, LPsmooth, LSAmitR, M3Drop, mapStats, MatchLinReg, MatrixQCvis, mediation, metamedian, mFD, mgm, microplot, mina, miRLAB, missCompare, Mqrcm, MRPC, MSstatsShiny, MultBiplotR, multiselect, MultiTraits, MVNtestchar, mygene, myvariant, nbpMatching, ndi, ndl, netdose, NetOrigin, NeuralSens, nlrr, nomogramFormula, nonparaeff, NSM3, openPrimeR, OpenStats, panelWranglR, Path.Analysis, pcgen, PerFit, peRiodiCS, petersenlab, pguIMP, pintervals, PIUMA, plotGrouper, plotluck, pmcalibration, poliscidata, polyqtlR, popstudy, powertools, PredictABEL, predieval, PrInCE, ProAE, PSW, ptairMS, qgraph, QHScrnomo, qsmooth, qte, R3CPET, rADA, rags2ridges, RALSA, randomGLM, rankdifferencetest, raptools, RCLabels, RcmdrMisc, RcmdrPlugin.TeachStat, RCPA3, RDS, recalibratiNN, RefBasedMI, RegCombin, repfun, rexposome, rifreg, riskPredictClustData, riskRegression, rmsb, RPPanalyzer, RQdeltaCT, Rtrack, sampcompR, scape, SECFISH, sendigR, sfa, sfcentral, SHELF, SLEMI, smacof, smicd, SMITE, smplot2, SPsimSeq, stabiliser, STAT, STAT2, STDistance, stocks, strat, stratamatch, summarySCI, SuperCell, survivalsvm, SvyNom, SWIM, tidyplots, tigerhitteR, tinyarray, TOP, TopKLists, tost.suite, TransProR, univOutl, vachette, viscomp, visualFields, walker, wavClusteR, WaverideR, weights, WGCNA, wppExplorer, WRSS, xgxr, xkcd, xpose4
Reverse suggests:	abd, animint2, aqp, ascii, BB, bbmle, bfp, bigsnpr, BioCor, biomod2, BioStatR, brainGraph, broom, bsitar, causalCmprsk, causaldrf, ClustImpute, CohortCharacteristics, colleyRstats, correlation, crosstable, Deducer, dlookr, DNEA, dynConfiR, ecotox, EnvStats, fastR2, finalfit, fitdistrplus, GALLO, gfoRmula, GGally, gggda, gggenomes, ggplot2, ggstance, ggsurveillance, GMCM, htmlTable, hubeau, hutils, HVT, IncidencePrevalence, influential, irboost, isobar, kamila, kyotil, labelVector, languageR, lulcc, MachineShop, MARSS, matsbyname, matsindf, MBNMAtime, MetaNet, milr, mlr, mlrCPO, monocle, mpactr, naniar, nbTransmission, nLTT, ordbetareg, parameters, PatientProfiles, pCODE, pctax, pec, performance, PerformanceAnalytics, pminternal, polymapR, PopED, presize, pwlmm, questionr, rattle, Rcmdr, ready4, redcapAPI, REDCapCAST, rex, Rmisc, rmsMD, rockchalk, santoku, serrsBayes, sharpshootR, simcausal, simsalapar, Sleuth3, SongEvo, StatMatch, subsemble, survcomp, SymbolicDeterminants, table1, tables, tangram, tidystats, vcdExtra, wdm
Reverse enhances:	BIFIEsurvey, dendextend, robustbase, sfsmisc

Linking:

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