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Missing Data

Maintained by Julie Josse, Imke Mayer, Nicholas Tierney, Nathalie Vialaneix · view source ↗

250
Packages
10
Core
2021
Tracked since

Recent additions and removals

20 recent
2026-10-12 Removed missSOM
2026-09-22 Removed aLFQ
2026-09-22 Removed brlrmr
2026-09-22 Removed lodi
2026-09-22 Removed mimi
2026-09-22 Removed missCompare
2026-05-04 Removed ECLRMC
2026-05-04 Added SNPassoc
2026-04-11 Removed creditmodel
2026-04-11 Removed SNPassoc
2026-02-02 Removed gapfill
2026-02-02 Removed RcppCensSpatial
2026-02-02 Removed retroharmonize
2025-09-05 Removed biclustermd
2025-09-05 Removed TRMF
2025-08-18 Removed BMTAR
2025-08-18 Removed denoiseR
2025-08-18 Removed NMADiagT
2025-05-12 Removed bayesCT
2025-05-12 Removed miWQS

Packages

250 packages
Package Downloads 30d Doc coverage Since
accelmissing 601 – ≥ 2021-12
ade4 46,336 100% ≥ 2021-12
AeRobiology 514 100% 2022-02
alleHap 370 100% ≥ 2021-12
Ameliacore 7,347 100% ≥ 2021-12
areal 2,165 100% ≥ 2021-12
BayesMallows 918 100% 2022-02
bcROCsurface 427 100% 2022-02
BIFIEsurvey 2,486 100% 2022-02
bild 466 100% 2023-04
BLOQ 420 100% 2022-02
bmem 477 100% 2023-04
bmemLavaan 333 100% 2023-04
bnstruct 683 100% 2022-02
bootImpute 413 100% ≥ 2021-12
brokenstick 591 100% 2023-04
brxx 349 100% 2022-02
CALIBERrfimpute 432 100% 2022-02
cat 553 – ≥ 2021-12
CensMFM 346 100% 2023-10
cglasso 475 100% ≥ 2021-12
CGManalyzer 314 100% 2023-10
climatol 1,079 – 2023-10
ClusPred 411 100% 2023-10
clusterMI 456 100% 2025-03
ClustImpute 456 80% 2022-02
CMF 388 100% 2022-02
cmfrec 594 100% ≥ 2021-12
cobalt 15,861 100% 2022-02
coefficientalpha 487 – 2023-10
CoImp 459 100% ≥ 2021-12
COINr 608 100% 2023-10
cold 358 – 2022-02
convergEU 452 100% 2022-02
CRTgeeDR 336 100% ≥ 2021-12
daqapo 379 98% 2023-10
declared 4,065 100% 2023-10
deductive 340 100% 2023-10
dejaVu 381 100% ≥ 2021-12
DescTools 63,665 97% ≥ 2021-12
didimputation 3,052 100% 2023-10
diyar 547 100% 2023-10
dosearch 462 100% 2022-02
DrImpute 367 100% ≥ 2021-12
DTSg 565 100% 2022-02
DTWBI 516 100% ≥ 2021-12
DTWUMI 431 100% ≥ 2021-12
eatRep 618 100% 2023-10
eicm 292 100% 2022-02
eigenmodel 2,716 – ≥ 2021-12
eimpute 370 100% 2023-10
eRm 2,460 100% 2022-02
exdex 1,760 100% 2023-10
experiment 471 100% ≥ 2021-12
FamEvent 434 100% 2023-10
FastImputation 356 100% 2023-10
fastLink 711 100% ≥ 2021-12
fauxnaif 325 100% 2023-10
FHDI 325 100% ≥ 2021-12
FILEST 280 100% 2022-02
filling 357 100% ≥ 2021-12
fillr 256 100% 2023-10
flare 732 100% 2023-10
forecast 388,043 99% ≥ 2021-12
gbmt 636 100% 2023-10
geneticae 537 100% 2023-10
gerbil 305 100% 2023-10
ggmice 755 92% 2023-10
grf 14,318 100% ≥ 2021-12
GSE 1,708 100% ≥ 2021-12
gsynth 1,496 100% ≥ 2021-12
hapassoc 481 100% 2023-10
Haplin 551 100% 2023-10
HardyWeinberg 3,213 100% ≥ 2021-12
hhsmm 423 100% 2023-10
Hmisc 203,793 100% ≥ 2021-12
hot.deckcore 343 100% ≥ 2021-12
iai 411 100% ≥ 2021-12
iCellR 555 100% 2022-02
icenReg 5,456 100% ≥ 2021-12
ie2misc 422 95% 2022-02
imp4p 762 – 2022-02
impimp 237 100% ≥ 2021-12
imputeFin 380 100% ≥ 2021-12
imputeLCMD 2,921 100% 2023-10
imputeMulti 388 100% 2022-02
imputeR 355 100% ≥ 2021-12
imputeTestbench 5,199 100% ≥ 2021-12
imputeTScore 20,460 97% ≥ 2021-12
IncomPair 219 100% 2023-10
InformativeCensoring 357 100% ≥ 2021-12
ipw 1,273 100% ≥ 2021-12
IPWboxplot 421 – ≥ 2021-12
irrNA 330 100% 2022-02
Iscores 264 100% ≥ 2021-12
isni 399 100% 2022-02
isotree 3,102 100% ≥ 2021-12
iWeigReg 273 100% 2023-04
JointAI 723 100% ≥ 2021-12
jomocore 62,349 100% ≥ 2021-12
lavaan 85,115 99% ≥ 2021-12
lfl 543 100% 2023-10
lilikoi 431 100% 2023-10
LNIRT 462 100% 2022-02
lori 472 100% ≥ 2021-12
LOST 364 – 2022-02
lqr 441 100% ≥ 2021-12
ltm 7,525 100% ≥ 2021-12
LUCIDus 479 100% 2023-10
MatchThem 2,549 100% ≥ 2021-12
mde 317 100% 2022-02
mdgc 313 100% ≥ 2021-12
mdmb 2,059 100% ≥ 2021-12
memisc 11,590 96% ≥ 2021-12
metagear 594 100% 2022-02
metansue 364 100% 2023-10
metasens 2,605 100% ≥ 2021-12
metavcov 297 100% 2022-02
MGMM 380 100% ≥ 2021-12
mi 20,537 90% ≥ 2021-12
mi4p 354 100% 2023-10
micecore 73,680 100% ≥ 2021-12
miceadds 7,124 100% ≥ 2021-12
miceafter 365 100% 2023-04
miceFast 425 100% ≥ 2021-12
micemd 724 100% ≥ 2021-12
miceRanger 424 100% ≥ 2021-12
miclust 375 100% 2023-10
migui 288 100% 2023-10
MIIPW 307 100% 2023-10
mirt 14,200 100% ≥ 2021-12
misaem 2,212 100% ≥ 2021-12
missForest 9,861 100% ≥ 2021-12
missingHE 591 100% ≥ 2021-12
missMDAcore 7,765 100% ≥ 2021-12
missMethods 684 100% 2022-02
missRanger 4,450 100% ≥ 2021-12
missSBM 399 86% ≥ 2021-12
misty 2,475 100% 2022-02
mitml 62,046 100% ≥ 2021-12
mitools 84,785 100% ≥ 2021-12
mix 2,837 100% ≥ 2021-12
mixture 997 100% ≥ 2021-12
MixtureMissing 422 100% 2023-10
MKinfer 1,550 100% 2022-02
MLCIRTwithin 400 – 2022-02
mlmi 282 100% 2022-02
MMDai 234 100% 2022-02
modi 555 100% 2023-10
momentuHMM 930 100% 2022-01
monomvn 811 100% 2022-02
mreg 242 100% 2023-10
mvnmle 715 100% 2023-10
naivebayes 5,051 80% ≥ 2021-12
naniarcore 18,231 99% ≥ 2021-12
nawtilus 304 100% 2023-10
niaidMI 236 100% 2023-10
NIMAA 331 100% 2023-10
nipals 2,053 100% ≥ 2021-12
NIRStat 261 100% 2022-02
norm 18,326 100% ≥ 2021-12
NPBayesImputeCat 488 – ≥ 2021-12
OpenMx 12,056 87% ≥ 2021-12
OTrecod 299 100% 2023-10
padr 12,927 100% ≥ 2021-12
pan 63,667 100% ≥ 2021-12
paths 402 100% 2023-10
pCODE 265 100% 2023-10
phylin 348 – ≥ 2021-12
PKLMtest 238 100% 2023-10
plsRbeta 458 100% ≥ 2021-12
plsRglm 1,582 100% ≥ 2021-12
ppmSuite 540 100% 2022-02
prefmod 2,333 100% ≥ 2021-12
PReMiuM 887 – 2023-06
primePCA 282 100% ≥ 2021-12
prophet 10,256 100% ≥ 2021-12
pseval 304 100% ≥ 2021-12
psfmi 545 100% ≥ 2021-12
qpNCA 297 100% 2023-10
QTLRel 549 100% ≥ 2021-12
Qtools 537 – ≥ 2021-12
QUALYPSO 391 100% 2022-02
R6causal 392 100% 2023-10
randomForest 101,697 100% ≥ 2021-12
RBtest 270 100% ≥ 2021-12
RCAL 255 100% 2022-02
RfEmpImp 271 100% 2023-10
Rforestry 369 100% 2023-10
rMIDAS 335 100% 2022-02
RMixtComp 429 100% ≥ 2021-12
RMixtCompIO 411 100% 2022-02
RMixtCompUtilities 389 100% 2022-02
RNAseqNet 299 100% ≥ 2021-12
rnmamod 404 100% 2023-10
robber 297 89% 2023-10
robCompositions 1,121 100% 2022-02
robustrank 326 100% ≥ 2021-12
robustrao 330 100% ≥ 2021-12
roperators 588 73% 2023-10
ROptSpace 493 100% ≥ 2021-12
Rphylopars 601 100% 2022-02
rrcovNA 618 100% ≥ 2021-12
rsem 530 – ≥ 2021-12
rsparse 4,341 100% ≥ 2021-12
rtop 569 100% ≥ 2021-12
sanon 272 100% 2022-02
SAVER 524 100% 2022-01
scorecardModelUtils 248 100% ≥ 2021-12
semTools 23,398 100% ≥ 2021-12
sievePH 262 100% ≥ 2021-12
simFrame 1,140 100% 2022-02
simglm 535 100% 2022-02
simputation 1,548 96% ≥ 2021-12
simsem 731 100% 2022-02
sjlabelled 25,722 100% ≥ 2021-12
sjmisc 21,795 98% ≥ 2021-12
smcfcs 3,279 100% ≥ 2021-12
SNPassoc 1,021 100% 2026-05
softImputecore 3,044 100% ≥ 2021-12
SOMbrero 452 100% 2023-04
spacetime 18,025 100% ≥ 2021-12
StAMPP 1,185 100% ≥ 2021-12
StatMatch 1,181 – ≥ 2021-12
StempCens 398 100% ≥ 2021-12
stfit 290 100% 2023-10
stlplus 1,007 100% ≥ 2021-12
StratifiedRF 267 100% ≥ 2021-12
SurrogateRegression 292 100% 2023-04
swgee 247 100% ≥ 2021-12
SynthTools 236 100% 2022-02
TAM 5,313 100% ≥ 2021-12
targeted 2,435 100% 2022-02
tensorBF 247 100% ≥ 2021-12
TestDataImputation 460 100% ≥ 2021-12
tidyr 1,105,194 99% 2022-02
timeSeries 33,124 100% ≥ 2021-12
toweranNA 336 100% 2024-01
TreeSim 2,255 100% 2022-02
tsibble 19,906 99% ≥ 2021-12
tsrobprep 333 100% 2022-02
ui 351 100% 2023-10
VarSelLCM 586 100% ≥ 2021-12
VIMcore 13,633 100% ≥ 2021-12
wrangle 332 100% ≥ 2021-12
wrProteo 995 100% 2022-02
xts 263,550 90% ≥ 2021-12
yaImputecore 3,752 100% ≥ 2021-12
zCompositions 4,494 – ≥ 2021-12
zoo 725,300 100% ≥ 2021-12

Membership from the CRAN Task Views project. “≥ YYYY-MM” means the package was already listed when the view’s record begins.

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