CRAN task view
Mixed, Multilevel, and Hierarchical Models in R
Maintained by Ben Bolker, Julia Piaskowski, Emi Tanaka, Phillip Alday, Wolfgang Viechtbauer · view source ↗
187
Packages
10
Core
2022
Tracked since
Recent additions and removals
Packages
| Package | Downloads 30d | Doc coverage | Since |
|---|---|---|---|
| afex | 23,877 | 100% | ≥ 2022-07 |
| aod | 13,406 | – | 2022-09 |
| aods3 | 1,575 | – | 2022-09 |
| ARpLMEC | – | 100% | ≥ 2022-07 |
| asremlPlus | 911 | 100% | ≥ 2022-07 |
| aster | 410 | 100% | 2025-12 |
| babelmixr2 | 449 | 99% | 2023-01 |
| bamlss | 1,823 | 100% | 2022-10 |
| bcmixed | 350 | 100% | 2024-05 |
| BGLR | 1,522 | 100% | 2022-10 |
| blavaan | 6,364 | 100% | ≥ 2022-07 |
| blme | 8,095 | 100% | ≥ 2022-07 |
| blmeco | 381 | 100% | ≥ 2022-07 |
| boot.pval | 465 | 100% | 2023-10 |
| boxcoxmix | 288 | 100% | 2024-05 |
| brmscore | 58,673 | 100% | ≥ 2022-07 |
| broom.mixedcore | 46,205 | 100% | ≥ 2022-07 |
| buildmer | 1,033 | 100% | 2022-10 |
| cAIC4 | 2,817 | 100% | ≥ 2022-07 |
| car | 388,141 | 100% | ≥ 2022-07 |
| CARBayesST | 664 | 100% | ≥ 2022-07 |
| CLME | 362 | 100% | ≥ 2022-07 |
| clubSandwich | 15,399 | 100% | ≥ 2022-07 |
| confintROB | 1,388 | 100% | 2025-03 |
| coxme | 12,692 | 100% | ≥ 2022-07 |
| CpGassoc | 302 | 100% | ≥ 2022-07 |
| cplm | 8,482 | 100% | ≥ 2022-07 |
| CRTgeeDR | 299 | 100% | ≥ 2022-07 |
| DHARMa | 24,171 | 100% | ≥ 2022-07 |
| dhglm | 250 | 100% | 2022-10 |
| dmm | 483 | 100% | 2025-10 |
| dotwhisker | 5,378 | 100% | ≥ 2022-07 |
| drgee | 1,627 | 100% | 2025-10 |
| effects | 31,593 | 100% | ≥ 2022-07 |
| emmeans | 147,769 | 100% | ≥ 2022-07 |
| ez | 7,320 | 100% | ≥ 2022-07 |
| faux | 734 | 99% | 2022-10 |
| galamm | 428 | 100% | 2024-05 |
| gamlss | 13,994 | 100% | 2022-10 |
| gamm4 | 11,549 | 100% | ≥ 2022-07 |
| gee | 13,216 | 100% | ≥ 2022-07 |
| geeCRT | 221 | 100% | 2025-10 |
| geeM | 1,759 | 100% | ≥ 2022-07 |
| geepackcore | 26,090 | 92% | ≥ 2022-07 |
| geesmv | 297 | – | ≥ 2022-07 |
| ggeffects | 25,782 | 100% | 2024-03 |
| ggmix | 244 | 100% | 2025-06 |
| ggResidpanel | 0 | 100% | 2024-04 |
| gllvm | 1,203 | 100% | 2025-05 |
| glmertree | 1,732 | 100% | ≥ 2022-07 |
| glmm | 567 | 100% | ≥ 2022-07 |
| GLMMadaptive | 7,355 | 100% | ≥ 2022-07 |
| glmmEP | 226 | 100% | ≥ 2022-07 |
| glmmfields | 579 | 100% | ≥ 2022-07 |
| glmmLasso | 575 | 50% | 2022-10 |
| glmmrBase | 462 | 100% | 2024-05 |
| GLMMRR | 257 | 100% | ≥ 2022-07 |
| glmmsel | 222 | 100% | 2025-05 |
| glmmTMBcore | 44,362 | 98% | ≥ 2022-07 |
| glmtoolbox | 3,876 | 100% | 2024-05 |
| glmulti | 3,692 | 100% | 2022-10 |
| gpboost | 962 | 100% | 2022-10 |
| greta | 3 | 98% | 2022-10 |
| hglm | 428 | 100% | ≥ 2022-07 |
| HLMdiag | 1,085 | 100% | ≥ 2022-07 |
| huxtable | 9,602 | 100% | ≥ 2022-07 |
| iccbeta | 414 | 100% | ≥ 2022-07 |
| influence.ME | 1,628 | 100% | ≥ 2022-07 |
| influence.SEM | 257 | – | 2022-09 |
| inlabru | 2,766 | 100% | ≥ 2022-07 |
| insight | 160,841 | 100% | ≥ 2022-07 |
| JointAI | 477 | 100% | 2022-10 |
| kinship2 | 6,363 | 100% | ≥ 2022-07 |
| languageR | 2,401 | 100% | 2022-10 |
| lavaancore | 73,970 | 99% | ≥ 2022-07 |
| lme4core | 669,596 | 100% | ≥ 2022-07 |
| lme4breeding | 593 | 100% | 2025-10 |
| lmeInfo | 1,902 | 100% | ≥ 2022-07 |
| LMERConvenienceFunctions | 347 | 100% | ≥ 2022-07 |
| lmeresampler | 510 | 91% | ≥ 2022-07 |
| lmerTest | 87,966 | 94% | ≥ 2022-07 |
| lmeSplines | 563 | 100% | ≥ 2022-07 |
| lmmpar | 218 | 100% | ≥ 2022-07 |
| longpower | 661 | 100% | ≥ 2022-07 |
| lqmm | 3,245 | 100% | ≥ 2022-07 |
| MAIHDA | 467 | 100% | 2026-06 |
| marginaleffects | 31,562 | 100% | 2022-10 |
| MarginalMediation | 301 | 91% | ≥ 2022-07 |
| margins | 13,440 | 100% | 2022-09 |
| MASS | 142,781 | 100% | ≥ 2022-07 |
| mbest | 1,449 | 100% | 2022-10 |
| mclogit | 8,655 | 100% | 2022-10 |
| MCMC.qpcr | 313 | – | ≥ 2022-07 |
| MCMCglmmcore | 8,063 | 100% | ≥ 2022-07 |
| mdhglm | 0 | 100% | 2022-10 |
| mdmb | 1,519 | 100% | 2022-10 |
| merDeriv | 10,926 | 100% | ≥ 2022-07 |
| merTools | 5,328 | 100% | 2022-10 |
| mgcv | 72,232 | 99% | ≥ 2022-07 |
| mice | 62,841 | 100% | 2022-10 |
| micemd | 544 | 100% | 2025-04 |
| MIIPW | 255 | 100% | 2025-10 |
| mixedsde | 278 | – | ≥ 2022-07 |
| mixlm | 563 | 98% | ≥ 2022-07 |
| mixor | 118 | – | 2026-07 |
| mlmhelpr | 283 | 100% | 2024-05 |
| mlmRev | 10,881 | – | ≥ 2022-07 |
| mlmtools | 211 | 100% | 2024-05 |
| mmrm | 6,049 | 100% | 2022-10 |
| modelsummary | 28,257 | 100% | 2022-10 |
| MplusAutomation | 8,276 | 100% | ≥ 2022-07 |
| mrgsolve | 1,619 | 98% | 2022-10 |
| multgee | 2,983 | 100% | ≥ 2022-07 |
| multilevelmodcore | 372 | 100% | 2022-09 |
| multilevelTools | 600 | 100% | 2022-09 |
| MuMIn | 19,897 | 100% | ≥ 2022-07 |
| mvctm | 213 | 100% | 2022-09 |
| mvglmmRank | 250 | 100% | ≥ 2022-07 |
| nimble | 4,240 | 100% | 2022-08 |
| nlmecore | 136,466 | 100% | ≥ 2022-07 |
| nlmeU | 600 | 100% | ≥ 2022-07 |
| nlmixr2 | 1,400 | 100% | 2022-10 |
| nlmixr2data | 1,485 | – | 2022-10 |
| nlmm | 256 | 100% | ≥ 2022-07 |
| ordbetareg | 2,768 | 100% | 2024-05 |
| ordinal | 71,422 | 100% | ≥ 2022-07 |
| pan | 58,487 | 100% | 2022-10 |
| parameters | 80,610 | 100% | 2022-10 |
| partR2 | 805 | 75% | 2022-10 |
| pass.lme | 128 | 100% | ≥ 2022-07 |
| pbkrtest | 271,264 | 100% | ≥ 2022-07 |
| pedigreemm | 1,805 | 100% | ≥ 2022-07 |
| performance | 98,700 | 100% | ≥ 2022-07 |
| pez | 1,295 | 100% | ≥ 2022-07 |
| phyr | 8,671 | 97% | 2022-09 |
| piecewiseSEM | 2,904 | 95% | ≥ 2022-07 |
| PKNCA | 2,351 | 100% | 2023-01 |
| PKPDsim | 489 | 100% | 2022-10 |
| plm | 34,396 | 100% | 2022-10 |
| PopED | 522 | 100% | 2025-07 |
| powerEQTL | 459 | 100% | 2024-05 |
| QGglmm | 222 | 100% | ≥ 2022-07 |
| qrLMM | 262 | 100% | 2022-10 |
| qrNLMM | 382 | 100% | ≥ 2022-07 |
| QTLRel | 475 | 100% | 2022-10 |
| R2BayesX | 1,545 | 100% | 2022-10 |
| r2glmm | 642 | 100% | ≥ 2022-07 |
| R2jags | 6,119 | 100% | 2022-10 |
| R2OpenBUGS | 2,097 | 100% | 2022-10 |
| regress | 383 | 100% | 2024-05 |
| repeated | 255 | 100% | ≥ 2022-07 |
| rjags | 20,460 | 100% | 2022-10 |
| RLRsim | 6,611 | 100% | ≥ 2022-07 |
| robustBLME | – | 100% | ≥ 2022-07 |
| robustlmm | 5,669 | 100% | ≥ 2022-07 |
| rockchalk | 13,278 | 100% | ≥ 2022-07 |
| rptR | 804 | 100% | 2022-10 |
| rr2 | 8,176 | 100% | 2024-05 |
| rrBLUP | 1,682 | 100% | 2022-10 |
| rstan | 1,372,887 | 100% | 2022-10 |
| rstanarm | 48,583 | 100% | ≥ 2022-07 |
| RTMB | 1,692 | 56% | 2024-05 |
| RVAideMemoire | 3,004 | 100% | ≥ 2022-07 |
| rxode2 | 2,517 | 100% | 2022-10 |
| saemix | 654 | 100% | ≥ 2022-07 |
| SASmixed | 2,007 | – | ≥ 2022-07 |
| sem | 21,184 | 100% | ≥ 2022-07 |
| semtree | 354 | 100% | ≥ 2022-07 |
| simr | 3,330 | 100% | 2022-10 |
| sjPlot | 17,569 | 100% | ≥ 2022-07 |
| skewlmm | 298 | 100% | ≥ 2022-07 |
| sommercore | 4,175 | 100% | 2022-10 |
| spaMM | 2,993 | 100% | ≥ 2022-07 |
| sphet | 522 | 100% | ≥ 2022-07 |
| spind | 307 | 100% | ≥ 2022-07 |
| splmm | 263 | 100% | ≥ 2022-07 |
| spmodel | 547 | 100% | 2025-03 |
| StroupGLMM | 197 | – | ≥ 2022-07 |
| svylme | 2,714 | 100% | 2025-10 |
| TMB | 48,590 | 100% | 2022-10 |
| tmbstan | 725 | 100% | 2022-10 |
| tramME | 794 | 100% | 2025-10 |
| varTestnlme | 332 | 100% | ≥ 2022-07 |
| VetResearchLMM | 295 | 100% | ≥ 2022-07 |
| vglmer | 439 | 100% | 2022-10 |
| WeMix | 1,010 | 100% | 2022-10 |
| zoib | 279 | 100% | 2024-05 |
Membership from the CRAN Task Views project. A “≥ YYYY-MM” join date means membership predates the view repo’s first observed commit.