Package: BMA 3.18.17
BMA: Bayesian Model Averaging
Package for Bayesian model averaging and variable selection for linear models, generalized linear models and survival models (cox regression).
Authors:
BMA_3.18.17.tar.gz
BMA_3.18.17.zip(r-4.5)BMA_3.18.17.zip(r-4.4)BMA_3.18.17.zip(r-4.3)
BMA_3.18.17.tgz(r-4.4-x86_64)BMA_3.18.17.tgz(r-4.4-arm64)BMA_3.18.17.tgz(r-4.3-x86_64)BMA_3.18.17.tgz(r-4.3-arm64)
BMA_3.18.17.tar.gz(r-4.5-noble)BMA_3.18.17.tar.gz(r-4.4-noble)
BMA_3.18.17.tgz(r-4.4-emscripten)BMA_3.18.17.tgz(r-4.3-emscripten)
BMA.pdf |BMA.html✨
BMA/json (API)
# Install 'BMA' in R: |
install.packages('BMA', repos = c('https://hanase.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hanase/bma/issues
Last updated 2 years agofrom:49f27b5e1b. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 03 2024 |
R-4.5-win-x86_64 | OK | Oct 03 2024 |
R-4.5-linux-x86_64 | OK | Oct 03 2024 |
R-4.4-win-x86_64 | OK | Oct 03 2024 |
R-4.4-mac-x86_64 | OK | Oct 03 2024 |
R-4.4-mac-aarch64 | OK | Oct 03 2024 |
R-4.3-win-x86_64 | OK | Oct 03 2024 |
R-4.3-mac-x86_64 | OK | Oct 03 2024 |
R-4.3-mac-aarch64 | OK | Oct 03 2024 |
Exports:as.bic.glmas.bic.glm.glibbic.glmbic.glm.data.framebic.glm.formulabic.glm.matrixbic.survbic.surv.data.framebic.surv.formulabic.surv.matrixbicregFor.MC3.REGglibglib.bic.glmglib.data.frameglib.matrixiBMA.bicregiBMA.bicreg.data.frameiBMA.bicreg.iBMA.intermediate.bicregiBMA.bicreg.matrixiBMA.glmiBMA.glm.data.frameiBMA.glm.iBMA.intermediate.glmiBMA.glm.matrixiBMA.surviBMA.surv.data.frameiBMA.surv.iBMA.intermediate.surviBMA.surv.matriximageplot.bmaMC3.REGMC3.REG.chooseMC3.REG.logpostorderplotorderplot.iBMA.bicregorderplot.iBMA.glmorderplot.iBMA.intermediate.bicregorderplot.iBMA.intermediate.glmorderplot.iBMA.intermediate.survorderplot.iBMA.survout.ltsregprint.iBMA.bicregprint.iBMA.glmprint.iBMA.intermediate.bicregprint.iBMA.intermediate.glmprint.iBMA.intermediate.survprint.iBMA.survsummary.iBMA.bicregsummary.iBMA.glmsummary.iBMA.intermediate.bicregsummary.iBMA.intermediate.glmsummary.iBMA.intermediate.survsummary.iBMA.surv
Dependencies:DEoptimRinlinelatticeleapsMatrixmvtnormpcaPProbustbaserrcovsurvival
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Bayesian Model Averaging for generalized linear models. | bic.glm bic.glm.data.frame bic.glm.formula bic.glm.matrix |
Bayesian Model Averaging for Survival models. | bic.surv bic.surv.data.frame bic.surv.formula bic.surv.matrix |
Bayesian Model Averaging for linear regression models. | bicreg |
Helper function for MC3.REG | For.MC3.REG |
Model uncertainty in generalized linear models using Bayes factors | as.bic.glm as.bic.glm.glib glib glib.bic.glm glib.data.frame glib.matrix |
Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models. | iBMA iBMA.bicreg iBMA.bicreg.data.frame iBMA.bicreg.iBMA.intermediate.bicreg iBMA.bicreg.matrix iBMA.glm iBMA.glm.data.frame iBMA.glm.iBMA.intermediate.glm iBMA.glm.matrix iBMA.surv iBMA.surv.data.frame iBMA.surv.iBMA.intermediate.surv iBMA.surv.matrix |
Images of models used in Bayesian model averaging | imageplot.bma |
Bayesian simultaneous variable selection and outlier identification | as.data.frame.mc3 MC3.REG [.mc3 |
Helper function to MC3.REG | MC3.REG.choose |
Helper function to MC3.REG | MC3.REG.logpost |
Orderplot of iBMA objects | orderplot orderplot.iBMA.bicreg orderplot.iBMA.glm orderplot.iBMA.intermediate.bicreg orderplot.iBMA.intermediate.glm orderplot.iBMA.intermediate.surv orderplot.iBMA.surv |
out.ltsreg | out.ltsreg |
Plots the posterior distributions of coefficients derived from Bayesian model averaging | plot plot.bic.glm plot.bic.surv plot.bicreg |
Predict function for Bayesian Model Averaging for generalized linear models. | predict.bic.glm |
Predict function for Bayesian Model Averaging for linear models. | predict.bicreg |
Scottish Hill Racing data | race |
Summaries of Bayesian model averaging objects | print print.bic.glm print.bic.surv print.bicreg print.glib print.mc3 summary summary.bic.glm summary.bic.surv summary.bicreg summary.glib summary.mc3 |
Summaries of iterated Bayesian model averaging objects | print.iBMA.bicreg print.iBMA.glm print.iBMA.intermediate.bicreg print.iBMA.intermediate.glm print.iBMA.intermediate.surv print.iBMA.surv summary.iBMA.bicreg summary.iBMA.glm summary.iBMA.intermediate.bicreg summary.iBMA.intermediate.glm summary.iBMA.intermediate.surv summary.iBMA.surv |
Vaso data | vaso |