Package: margins 0.3.26

Thomas J. Leeper

margins: Marginal Effects for Model Objects

An R port of Stata's 'margins' command, which can be used to calculate marginal (or partial) effects from model objects.

Authors:Thomas J. Leeper [aut, cre], Jeffrey Arnold [ctb], Vincent Arel-Bundock [ctb], Jacob A. Long [ctb]

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margins.pdf |margins.html✨
margins/json (API)
NEWS

# Install 'margins' in R:
install.packages('margins', repos = c('https://blaserlab.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/leeper/margins/issues

On CRAN:

Conda:

glmlinear-modelsmarginal-effectspartial-effectsregressionstata-command

10.41 score 265 stars 1 packages 900 scripts 11k downloads 3 mentions 7 exports 3 dependencies

Last updated 4 years agofrom:bd374239f5. Checks:3 OK, 3 WARNING, 2 NOTE. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKMar 02 2025
R-4.5-winWARNINGMar 02 2025
R-4.5-macWARNINGMar 02 2025
R-4.5-linuxWARNINGMar 02 2025
R-4.4-winNOTEMar 02 2025
R-4.4-macNOTEMar 02 2025
R-4.3-winOKMar 02 2025
R-4.3-macOKMar 02 2025

Exports:cplotdydxfind_datamarginal_effectsmarginsmargins_summaryprediction

Dependencies:data.tableMASSprediction

Comparison with Stata's 'margins' command

Rendered fromStata.Rmdusingknitr::rmarkdownon Mar 02 2025.

Last update: 2017-03-23
Started: 2017-03-22

An Introduction to 'margins'

Rendered fromIntroduction.Rmdusingknitr::rmarkdownon Mar 02 2025.

Last update: 2021-01-21
Started: 2016-08-05

Technical Implementation Details

Rendered fromTechnicalDetails.Rnwusingknitron Mar 02 2025.

Last update: 2021-01-10
Started: 2014-12-19

Readme and manuals

Help Manual

Help pageTopics
Conditional predicted value and average marginal effect plots for modelscplot cplot.clm cplot.default cplot.glm cplot.lm cplot.loess cplot.multinom cplot.polr
Marginal Effect of a Given Variabledydx dydx.default dydx.factor dydx.logical dydx.ordered
Perspective and heatmap/contour plots for modelsimage.glm image.lm image.loess persp.glm persp.lm persp.loess
Differentiate a Model Object with Respect to All (or Specified) Variablesmarginal_effects marginal_effects.clm marginal_effects.default marginal_effects.glm marginal_effects.lm marginal_effects.lmerMod marginal_effects.loess marginal_effects.margins marginal_effects.merMod marginal_effects.multinom marginal_effects.nnet marginal_effects.polr
Marginal Effects Estimationmargins-package margins margins.betareg margins.clm margins.default margins.glm margins.lm margins.lmerMod margins.loess margins.merMod margins.multinom margins.nnet margins.polr margins.svyglm margins_summary
Plot Marginal Effects Estimatesplot.margins