Package: marginaleffects Title: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests Version: 0.32.0.16 Authors@R: c(person(given = "Vincent", family = "Arel-Bundock", role = c("aut", "cre", "cph"), email = "vincent.arel-bundock@umontreal.ca", comment = c(ORCID = "0000-0003-2042-7063")), person(given = "Noah", family = "Greifer", role = "ctb", email = "noah.greifer@gmail.com", comment = c(ORCID = "0000-0003-3067-7154")), person("Etienne", "Bacher", email = "etienne.bacher@protonmail.com", role = "ctb", comment = c(ORCID = "0000-0002-9271-5075")), person(given = "Grant", family = "McDermott", role = c("ctb"), comment = c(ORCID = "0000-0001-7883-8573")), person(given = "Andrew", family = "Heiss", role = c("ctb"), comment = c(ORCID = "0000-0002-3948-3914")) ) Description: 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) . License: GPL (>= 3) Copyright: inst/COPYRIGHTS Encoding: UTF-8 URL: https://marginaleffects.com/ BugReports: https://github.com/vincentarelbundock/marginaleffects/issues Roxygen: list(markdown = TRUE) 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, DeclareDesign, dbarts, DirichletReg, 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, nestedLogit, 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, svyVGAM, survival, svglite, systemfit, systemfonts, tibble, tictoc, tidymodels, tidyr, tidyverse, tinyplot, tinysnapshot (>= 0.0.7), tinytable (>= 0.6.1), tinytest, titanic, truncreg, tsModel, VGAM, withr, workflows, yaml, xgboost, altdoc, knitr, quarto Collate: 'add_hypothesis.R' 'add_rowid.R' 'attributes.R' 'autodiff.R' 'backtransform.R' 'broom.R' 'by.R' 'class.R' 'comparisons.R' 'components.R' 'construct_call.R' 'datagrid.R' 'equivalence.R' 'get_ci.R' 'get_coef.R' 'get_comparisons.R' 'get_comparisons_data.R' 'get_comparisons_data_character.R' 'get_comparisons_data_factor.R' 'get_comparisons_data_logical.R' 'get_comparisons_data_numeric.R' 'get_dataset.R' 'get_degrees_of_freedom.R' 'get_draws.R' 'get_group_names.R' 'get_hypotheses.R' 'get_jacobian.R' 'get_labels.R' 'get_model_matrix.R' 'get_modeldata.R' 'get_predict.R' 'get_predictions.R' 'get_se_delta.R' 'get_vcov.R' 'hush.R' 'hypotheses.R' 'hypotheses_joint.R' 'hypothesis.R' 'hypothesis_formula.R' 'hypothesis_function.R' 'hypothesis_matrix.R' 'hypothesis_string.R' 'imputation.R' 'inferences.R' 'inferences_boot.R' 'inferences_conformal.R' 'inferences_conformal_cv.R' 'inferences_conformal_full.R' 'inferences_conformal_quantile.R' 'inferences_conformal_split.R' 'inferences_fwb.R' 'inferences_rsample.R' 'inferences_simulation.R' 'matrix_apply.R' 'mean_or_mode.R' 'methods.R' 'set_coef.R' 'methods_AER.R' 'sanity_model.R' 'methods_DirichletReg.R' 'methods_MASS.R' 'methods_MCMCglmm.R' 'methods_Rchoice.R' 'methods_WeightIt.R' 'methods_aaa.R' 'methods_afex.R' 'methods_aod.R' 'methods_betareg.R' 'methods_bife.R' 'methods_biglm.R' 'methods_nnet.R' 'methods_brglm2.R' 'methods_brms.R' 'methods_crch.R' 'methods_dataframe.R' 'methods_dbarts.R' 'methods_fixest.R' 'methods_flexsurv.R' 'methods_gamlss.R' 'methods_glmmTMB.R' 'methods_glmtoolbox.R' 'methods_glmx.R' 'methods_ivreg.R' 'methods_lme4.R' 'methods_mclogit.R' 'methods_mgcv.R' 'methods_mhurdle.R' 'methods_mice.R' 'methods_mlm.R' 'methods_mlogit.R' 'methods_mlr3.R' 'methods_nestedLogit.R' 'methods_nlme.R' 'methods_ordinal.R' 'methods_plm.R' 'methods_pscl.R' 'methods_quantreg.R' 'methods_rms.R' 'methods_robustlmm.R' 'methods_rstanarm.R' 'methods_rstpm2.R' 'methods_sampleSelection.R' 'methods_scam.R' 'methods_survey.R' 'methods_survival.R' 'methods_svyVGAM.R' 'methods_systemfit.R' 'methods_tidymodels.R' 'methods_tobit1.R' 'modelarchive.R' 'multcomp.R' 'myTryCatch.R' 'package.R' 'pad.R' 'plot.R' 'plot_build.R' 'plot_comparisons.R' 'plot_predictions.R' 'plot_slopes.R' 'predictions.R' 'print.R' 'prune.R' 'refit.R' 'sanitize_comparison.R' 'sanitize_condition.R' 'sanitize_conf_level.R' 'sanitize_hypothesis_formula.R' 'sanitize_interaction.R' 'sanitize_newdata.R' 'sanitize_numderiv.R' 'sanitize_reserved.R' 'sanitize_type.R' 'sanitize_variables.R' 'sanitize_vcov.R' 'sanity.R' 'sanity_by.R' 'sanity_dots.R' 'sanity_inferences.R' 'sanity_multcomp.R' 'settings.R' 'slopes.R' 'sort.R' 'tinytest.R' 'type_dictionary.R' 'unpack_matrix_cols.R' 'utils.R' 'zzz.R' Language: en-US VignetteBuilder: knitr, quarto Config/roxygen2/version: 8.0.0 Repository: https://vincentarelbundock.r-universe.dev Date/Publication: 2026-07-02 20:21:41 UTC RemoteUrl: https://github.com/vincentarelbundock/marginaleffects RemoteRef: HEAD RemoteSha: b0047875288d43676e1d4e69315e8fcf1b0cd8ec RemoteSubdir: r NeedsCompilation: no Packaged: 2026-07-02 21:08:00 UTC; root Author: Vincent Arel-Bundock [aut, cre, cph] (ORCID: ), Noah Greifer [ctb] (ORCID: ), Etienne Bacher [ctb] (ORCID: ), Grant McDermott [ctb] (ORCID: ), Andrew Heiss [ctb] (ORCID: ) Maintainer: Vincent Arel-Bundock