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 | 24,719 | 100% | ≥ 2022-07 |
| aod | 15,122 | – | 2022-09 |
| aods3 | 1,686 | – | 2022-09 |
| asremlPlus | 1,160 | 100% | ≥ 2022-07 |
| aster | 730 | 100% | 2025-12 |
| babelmixr2 | 748 | 99% | 2023-01 |
| bamlss | 2,206 | 100% | 2022-10 |
| bcmixed | 504 | 100% | 2024-05 |
| BGLR | 5,413 | 100% | 2022-10 |
| blavaan | 8,629 | 100% | ≥ 2022-07 |
| blme | 9,018 | 100% | ≥ 2022-07 |
| blmeco | 485 | 100% | ≥ 2022-07 |
| boot.pval | 791 | 100% | 2023-10 |
| boxcoxmix | 423 | 100% | 2024-05 |
| brmscore | 42,661 | 100% | ≥ 2022-07 |
| broom.mixedcore | 39,277 | 100% | ≥ 2022-07 |
| buildmer | 1,205 | 100% | 2022-10 |
| cAIC4 | 3,163 | 100% | ≥ 2022-07 |
| car | 449,065 | 100% | ≥ 2022-07 |
| CARBayesST | 793 | 100% | ≥ 2022-07 |
| CLME | 508 | 100% | ≥ 2022-07 |
| clubSandwich | 18,642 | 100% | ≥ 2022-07 |
| confintROB | 1,746 | 100% | 2025-03 |
| coxme | 13,095 | 100% | ≥ 2022-07 |
| CpGassoc | 415 | 100% | ≥ 2022-07 |
| cplm | 11,199 | 100% | ≥ 2022-07 |
| CRTgeeDR | 370 | 100% | ≥ 2022-07 |
| DHARMa | 30,326 | 100% | ≥ 2022-07 |
| dhglm | 388 | 100% | 2022-10 |
| dmm | 604 | 100% | 2025-10 |
| dotwhisker | 4,927 | 100% | ≥ 2022-07 |
| drgee | 1,965 | 100% | 2025-10 |
| effects | 42,041 | 100% | ≥ 2022-07 |
| emmeans | 156,585 | 100% | ≥ 2022-07 |
| ez | 6,834 | 100% | ≥ 2022-07 |
| faux | 1,384 | 99% | 2022-10 |
| galamm | 497 | 100% | 2024-05 |
| gamlss | 15,453 | 100% | 2022-10 |
| gamm4 | 12,788 | 100% | ≥ 2022-07 |
| gee | 12,960 | 100% | ≥ 2022-07 |
| geeCRT | 361 | 100% | 2025-10 |
| geeM | 1,842 | 100% | ≥ 2022-07 |
| geepackcore | 23,740 | 92% | ≥ 2022-07 |
| geesmv | 312 | – | ≥ 2022-07 |
| ggeffects | 26,960 | 100% | 2024-03 |
| ggmix | 333 | 100% | 2025-06 |
| ggResidpanel | 4,511 | 100% | 2024-04 |
| gllvm | 1,383 | 100% | 2025-05 |
| glmertree | 688 | 100% | ≥ 2022-07 |
| glmm | 672 | 100% | ≥ 2022-07 |
| GLMMadaptive | 7,289 | 100% | ≥ 2022-07 |
| glmmEP | 485 | 100% | ≥ 2022-07 |
| glmmfields | 565 | 100% | ≥ 2022-07 |
| glmmLasso | 995 | 100% | 2022-10 |
| glmmrBase | 773 | 100% | 2024-05 |
| glmmrOptim | 400 | 100% | 2026-07 |
| GLMMRR | 396 | 100% | ≥ 2022-07 |
| glmmsel | 293 | 100% | 2025-05 |
| glmmTMBcore | 52,228 | 99% | ≥ 2022-07 |
| glmtoolbox | 4,688 | 100% | 2024-05 |
| glmulti | 3,704 | 100% | 2022-10 |
| gpboost | 1,278 | 100% | 2022-10 |
| greta | 827 | 98% | 2022-10 |
| hglm | 607 | 100% | ≥ 2022-07 |
| HLMdiag | 1,554 | 100% | ≥ 2022-07 |
| huxtable | 11,208 | 100% | ≥ 2022-07 |
| iccbeta | 522 | 100% | ≥ 2022-07 |
| influence.ME | 1,654 | 100% | ≥ 2022-07 |
| influence.SEM | 481 | – | 2022-09 |
| inlabru | 3,493 | 100% | ≥ 2022-07 |
| insight | 178,017 | 100% | ≥ 2022-07 |
| JointAI | 728 | 100% | 2022-10 |
| kinship2 | 5,505 | 100% | ≥ 2022-07 |
| languageR | 3,122 | 100% | 2022-10 |
| lavaancore | 81,874 | 99% | ≥ 2022-07 |
| lme4core | 882,931 | 100% | ≥ 2022-07 |
| lme4breeding | 834 | 100% | 2025-10 |
| lmeInfo | 2,266 | 100% | ≥ 2022-07 |
| LMERConvenienceFunctions | 689 | 100% | ≥ 2022-07 |
| lmeresampler | 685 | 91% | ≥ 2022-07 |
| lmerTest | 90,342 | 94% | ≥ 2022-07 |
| lmeSplines | 682 | 100% | ≥ 2022-07 |
| lmmpar | 263 | 100% | ≥ 2022-07 |
| longpower | 761 | 100% | ≥ 2022-07 |
| lqmm | 3,310 | 100% | ≥ 2022-07 |
| MAIHDA | 551 | 100% | 2026-06 |
| marginaleffects | 35,414 | 100% | 2022-10 |
| MarginalMediation | 309 | 91% | ≥ 2022-07 |
| margins | 12,681 | 100% | 2022-09 |
| MASS | 249,632 | 100% | ≥ 2022-07 |
| mbest | 1,979 | 100% | 2022-10 |
| mclogit | 8,922 | 100% | 2022-10 |
| MCMC.qpcr | 344 | – | ≥ 2022-07 |
| MCMCglmmcore | 8,103 | 100% | ≥ 2022-07 |
| mdhglm | 0 | 100% | 2022-10 |
| mdmb | 1,932 | 100% | 2022-10 |
| merDeriv | 8,978 | 100% | ≥ 2022-07 |
| merTools | 4,763 | 100% | 2022-10 |
| mgcv | 89,364 | 99% | ≥ 2022-07 |
| mice | 74,149 | 100% | 2022-10 |
| micemd | 729 | 100% | 2025-04 |
| MIIPW | 336 | 100% | 2025-10 |
| mixedsde | 296 | – | ≥ 2022-07 |
| mixlm | 917 | 98% | ≥ 2022-07 |
| mixor | 262 | – | 2026-07 |
| mlmhelpr | 347 | 100% | 2024-05 |
| mlmRev | 9,571 | – | ≥ 2022-07 |
| mlmtools | 257 | 100% | 2024-05 |
| mmrm | 7,533 | 100% | 2022-10 |
| modelsummary | 31,445 | 100% | 2022-10 |
| MplusAutomation | 6,701 | 100% | ≥ 2022-07 |
| mrgsolve | 2,867 | 98% | 2022-10 |
| multgee | 3,335 | 100% | ≥ 2022-07 |
| multilevelmodcore | 456 | 100% | 2022-09 |
| multilevelTools | 616 | 100% | 2022-09 |
| MuMIn | 22,406 | 100% | ≥ 2022-07 |
| mvctm | 274 | 100% | 2022-09 |
| mvglmmRank | 657 | 100% | ≥ 2022-07 |
| nimble | 5,449 | 100% | 2022-08 |
| nlmecore | 172,231 | 100% | ≥ 2022-07 |
| nlmeU | 869 | 100% | ≥ 2022-07 |
| nlmixr2 | 1,916 | 100% | 2022-10 |
| nlmixr2data | 1,693 | – | 2022-10 |
| nlmm | 386 | 100% | ≥ 2022-07 |
| ordbetareg | 2,922 | 100% | 2024-05 |
| ordinal | 87,845 | 100% | ≥ 2022-07 |
| pan | 64,233 | 100% | 2022-10 |
| parameters | 85,926 | 100% | 2022-10 |
| partR2 | 979 | 75% | 2022-10 |
| pass.lme | 234 | 100% | ≥ 2022-07 |
| pbkrtest | 333,875 | 100% | ≥ 2022-07 |
| pedigreemm | 1,634 | 100% | ≥ 2022-07 |
| performance | 103,599 | 100% | ≥ 2022-07 |
| pez | 1,424 | 100% | ≥ 2022-07 |
| phyr | 7,152 | 97% | 2022-09 |
| piecewiseSEM | 3,683 | 95% | ≥ 2022-07 |
| PKNCA | 2,798 | 100% | 2023-01 |
| PKPDsim | 587 | 100% | 2022-10 |
| plm | 38,393 | 100% | 2022-10 |
| PopED | 756 | 100% | 2025-07 |
| powerEQTL | 435 | 100% | 2024-05 |
| QGglmm | 317 | 100% | ≥ 2022-07 |
| qrLMM | 369 | 100% | 2022-10 |
| qrNLMM | 471 | 100% | ≥ 2022-07 |
| QTLRel | 532 | 100% | 2022-10 |
| R2BayesX | 1,941 | 100% | 2022-10 |
| r2glmm | 665 | 100% | ≥ 2022-07 |
| R2jags | 6,550 | 100% | 2022-10 |
| R2OpenBUGS | 2,813 | 100% | 2022-10 |
| regress | 545 | 100% | 2024-05 |
| repeated | 356 | 100% | ≥ 2022-07 |
| rjags | 20,727 | 100% | 2022-10 |
| RLRsim | 6,423 | 100% | ≥ 2022-07 |
| robustlmm | 5,294 | 100% | ≥ 2022-07 |
| rockchalk | 4,676 | 100% | ≥ 2022-07 |
| rptR | 1,036 | 100% | 2022-10 |
| rr2 | 6,695 | 100% | 2024-05 |
| rrBLUP | 2,112 | 100% | 2022-10 |
| rstan | 891,469 | 100% | 2022-10 |
| rstanarm | 32,024 | 100% | ≥ 2022-07 |
| RTMB | 31,955 | 56% | 2024-05 |
| RVAideMemoire | 4,388 | 100% | ≥ 2022-07 |
| rxode2 | 4,182 | 100% | 2022-10 |
| saemix | 915 | 100% | ≥ 2022-07 |
| SASmixed | 715 | – | ≥ 2022-07 |
| sem | 20,099 | 100% | ≥ 2022-07 |
| semtree | 615 | 100% | ≥ 2022-07 |
| simr | 3,723 | 100% | 2022-10 |
| sjPlot | 19,678 | 100% | ≥ 2022-07 |
| skewlmm | 357 | 100% | ≥ 2022-07 |
| sommercore | 5,441 | 100% | 2022-10 |
| spaMM | 4,709 | 100% | ≥ 2022-07 |
| sphet | 651 | 100% | ≥ 2022-07 |
| spind | 431 | 100% | ≥ 2022-07 |
| splmm | 314 | 100% | ≥ 2022-07 |
| spmodel | 1,078 | 100% | 2025-03 |
| stLMM | 240 | 100% | 2026-07 |
| StroupGLMM | 284 | – | ≥ 2022-07 |
| svylme | 2,970 | 100% | 2025-10 |
| TMB | 59,993 | 100% | 2022-10 |
| tmbstan | 1,156 | 100% | 2022-10 |
| tramME | 837 | 100% | 2025-10 |
| varTestnlme | 559 | 100% | ≥ 2022-07 |
| VetResearchLMM | 338 | 100% | ≥ 2022-07 |
| vglmer | 449 | 100% | 2022-10 |
| WeMix | 1,206 | 100% | 2022-10 |
| zoib | 365 | 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.