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: |
0.24.0 |
| Depends: |
R (≥ 3.6.0) |
| Imports: |
checkmate, data.table, generics, insight (≥ 0.20.3), methods, rlang, Rcpp (≥ 1.0.0) |
| LinkingTo: |
Rcpp, RcppEigen |
| Suggests: |
AER, Amelia, afex, aod, 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, Formula, 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, MatchIt, MASS, mclogit, MCMCglmm, missRanger, mgcv, mice, miceadds, mlogit, mlr3verse, modelbased, modelsummary, nlme, nnet, numDeriv, nycflights13, optmatch, ordbetareg, ordinal, parameters, parsnip, partykit, patchwork, pkgdown, phylolm, plm, polspline, poorman, posterior, pscl, purrr, quantreg, Rchoice, REndo, rcmdcheck, remotes, reticulate, rmarkdown, rms, robust, robustbase, robustlmm, rsample, rstanarm, rstantools, rstpm2, rsvg, sampleSelection, sandwich, scam, spelling, speedglm, survey, survival, svglite, systemfit, systemfonts, tibble, tictoc, tidymodels, tidyr, tidyverse, tinysnapshot, tinytable (≥ 0.6.1), tinytest, titanic, truncreg, tsModel, withr, workflows, yaml, xgboost, testthat (≥ 3.0.0), altdoc |
| Enhances: |
knitr |
| Published: |
2024-11-25 |
| 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: |
yes |
| Language: |
en-US |
| Citation: |
marginaleffects citation info |
| Materials: |
README NEWS |
| In views: |
CausalInference, Econometrics, MixedModels |
| CRAN checks: |
marginaleffects results |