Package: brmsmargins 0.2.0

brmsmargins: Bayesian Marginal Effects for 'brms' Models

Calculate Bayesian marginal effects, average marginal effects, and marginal coefficients (also called population averaged coefficients) for models fit using the 'brms' package including fixed effects, mixed effects, and location scale models. These are based on marginal predictions that integrate out random effects if necessary (see for example <doi:10.1186/s12874-015-0046-6> and <doi:10.1111/biom.12707>).

Authors:Joshua F. Wiley [aut, cre], Donald Hedeker [aut]

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NEWS

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

Peer review:

Bug tracker:https://github.com/jwiley/brmsmargins/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

9 exports 20 stars 2.10 score 80 dependencies 28 scripts 1.1k downloads

Last updated 2 years agofrom:e1a757de2a. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 08 2024
R-4.5-win-x86_64NOTESep 08 2024
R-4.5-linux-x86_64NOTESep 08 2024
R-4.4-win-x86_64NOTESep 08 2024
R-4.4-mac-x86_64NOTESep 08 2024
R-4.4-mac-aarch64NOTESep 08 2024
R-4.3-win-x86_64NOTESep 08 2024
R-4.3-mac-x86_64NOTESep 08 2024
R-4.3-mac-aarch64NOTESep 08 2024

Exports:brmsmarginsbsummaryintegratemvnintegraterelmcppmarginalcoefpredictionrowBootMeanstab2mat

Dependencies:abindbackportsbayesplotbayestestRBHbridgesamplingbrmsBrobdingnagcallrcheckmateclicodacodetoolscolorspacedata.tabledatawizarddescdigestdistributionaldplyrextraoperatorsfansifarverfuturefuture.applygenericsggplot2ggridgesglobalsgluegridExtragtableinlineinsightisobandlabelinglatticelifecyclelistenvloomagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnleqslvnlmenumDerivparallellypillarpkgbuildpkgconfigplyrposteriorprocessxpsQuickJSRR6RColorBrewerRcppRcppArmadilloRcppEigenRcppParallelreshape2rlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyselectutf8vctrsviridisLitewithr

Marginal Effects for Fixed Effects Models

Rendered fromfixed-effects-marginaleffects.Rmdusingknitr::rmarkdownon Sep 08 2024.

Last update: 2022-05-17
Started: 2021-11-26

Marginal Effects for Location Scale Models

Rendered fromlocation-scale-marginaleffects.Rmdusingknitr::rmarkdownon Sep 08 2024.

Last update: 2022-05-17
Started: 2021-11-28

Marginal Effects for Mixed Effects Models

Rendered frommixed-effects-marginaleffects.Rmdusingknitr::rmarkdownon Sep 08 2024.

Last update: 2022-05-17
Started: 2021-11-26