Package: brmsmargins 0.2.0

Joshua F. Wiley

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]

brmsmargins_0.2.0.tar.gz
brmsmargins_0.2.0.tar.gz(r-4.5-noble)brmsmargins_0.2.0.tar.gz(r-4.4-noble)
brmsmargins_0.2.0.tgz(r-4.4-emscripten)brmsmargins_0.2.0.tgz(r-4.3-emscripten)
brmsmargins.pdf |brmsmargins.html
brmsmargins/json (API)
NEWS

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

Peer review:

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

Pkgdown:https://joshuawiley.com

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

openblascppopenmp

3.89 score 38 scripts 1.4k downloads 9 exports 80 dependencies

Last updated 3 years agofrom:0ae5738bb1. Checks:OK: 1 NOTE: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKDec 04 2024
R-4.5-linux-x86_64NOTEDec 04 2024

Exports:brmsmarginsbsummaryintegratemvnintegraterelmcppmarginalcoefpredictionrowBootMeanstab2mat

Dependencies:abindbackportsbayesplotbayestestRBHbridgesamplingbrmsBrobdingnagcallrcheckmateclicodacodetoolscolorspacedata.tabledatawizarddescdigestdistributionaldplyrextraoperatorsfansifarverfuturefuture.applygenericsggplot2ggridgesglobalsgluegridExtragtableinlineinsightisobandlabelinglatticelifecyclelistenvloomagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnleqslvnlmenumDerivparallellypillarpkgbuildpkgconfigplyrposteriorprocessxpsQuickJSRR6RColorBrewerRcppRcppArmadilloRcppEigenRcppParallelreshape2rlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyselectutf8vctrsviridisLitewithr

Marginal Effects for Fixed Effects Models

Rendered fromfixed-effects-marginaleffects.Rmdusingknitr::rmarkdownon Dec 04 2024.

Last update: 2022-05-18
Started: 2021-12-16

Marginal Effects for Location Scale Models

Rendered fromlocation-scale-marginaleffects.Rmdusingknitr::rmarkdownon Dec 04 2024.

Last update: 2022-05-18
Started: 2021-12-16

Marginal Effects for Mixed Effects Models

Rendered frommixed-effects-marginaleffects.Rmdusingknitr::rmarkdownon Dec 04 2024.

Last update: 2022-05-18
Started: 2021-12-16