Compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and machine learning models in R. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference. Details can be found in Arel-Bundock, Greifer, and Heiss (2024) <doi:10.18637/jss.v111.i09>.
| Version: | 0.31.0 |
| Depends: | R (≥ 3.6.0) |
| Imports: | backports,checkmate,data.table (≥ 1.16.4),generics,Formula,insight (≥ 1.3.0), methods,rlang |
| Suggests: | AER,Amelia,afex,aod,arrow,bayestestR,bench,betareg,BH,bife,biglm,blme,boot,brglm2,brms,brmsmargins,broom,car,carData,causaldata,clarify,cjoint,cobalt,collapse,conflicted,countrycode,covr,crch,DALEXtra,DCchoice,dbarts,distributional,dfidx,dplyr,emmeans,equivalence,estimatr,fixest,flexsurv,fmeffects,fontquiver,future,future.apply,fwb,gam,gamlss,gamlss.dist,geepack,ggdist,ggokabeito,ggplot2,ggrepel,glmmTMB,glmtoolbox,glmx,haven,here, itsadug,ivreg,kableExtra,lme4,lmerTest,logistf,magrittr,margins,MatchIt,MASS,mclogit,MCMCglmm,mhurdle,missRanger,mgcv,mice,miceadds,mlogit,mlr3verse,modelbased,modelsummary,multcomp,mvgam,mvtnorm,nanoparquet,nlme,nnet,numDeriv,nycflights13,optmatch,ordbetareg,ordinal,parameters,parsnip,partykit,patchwork,pkgdown,phylolm,pbapply,plm,polspline,posterior,probably,pscl,purrr,quantreg,quantregForest,Rchoice,REndo,rcmdcheck,Rdatasets,remotes,reticulate,rmarkdown,rms,robust,robustbase,robustlmm,rsample,rstanarm,rstantools,rstpm2,rstudioapi,rsvg,sampleSelection,sandwich,scam,spelling,speedglm, splines,survey,survival,svglite,systemfit,systemfonts,tibble,tictoc,tidymodels,tidyr,tidyverse,tinysnapshot (≥ 0.0.7),tinytable (≥ 0.6.1),tinytest,titanic,truncreg,tsModel,withr,workflows,yaml,xgboost,altdoc,knitr,quarto |
| Published: | 2025-11-15 |
| DOI: | 10.32614/CRAN.package.marginaleffects |
| Author: | Vincent Arel-Bundock [aut, cre, cph], Noah Greifer [ctb], Etienne Bacher [ctb], Grant McDermott [ctb], Andrew Heiss [ctb] |
| Maintainer: | Vincent Arel-Bundock <vincent.arel-bundock at umontreal.ca> |
| BugReports: | https://github.com/vincentarelbundock/marginaleffects/issues |
| License: | GPL (≥ 3) |
| Copyright: | inst/COPYRIGHTS
marginaleffects copyright details |
| URL: | https://marginaleffects.com/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | marginaleffects citation info |
| Materials: | README,NEWS |
| In views: | CausalInference,Econometrics,MixedModels |
| CRAN checks: | marginaleffects results |