Bayesian Model Averaging Library

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Documentation for package ‘BMS’ version 0.3.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

as.zlm	Extract a Model from a bma Object
beta.draws.bma	Coefficients of the Best Models
bin2hex	Converting Binary Code to and from Hexadecimal Code
bma-class	Class "bma"
bms	Bayesian Model Sampling and Averaging
c.bma	Concatenate bma objects
coef.bma	Posterior Inclusion Probabilities and Coefficients from a 'bma' Object
combine_chains	Concatenate bma objects
datafls	FLS (2001) growth data
density.bma	Coefficient Marginal Posterior Densities
density.zlm	Coefficient Marginal Posterior Densities
deviance.bma	Posterior Variance and Deviance
deviance.zlm	Posterior Variance and Deviance
estimates.bma	Posterior Inclusion Probabilities and Coefficients from a 'bma' Object
f21hyper	Gaussian Hypergeometric Function F(a,b,c,z)
fullmodel.ssq	OLS Statistics for the Full Model Including All Potential Covariates
gdensity	Posterior Density of the Shrinkage Factor
gprior-class	Class "gprior"
hex2bin	Converting Binary Code to and from Hexadecimal Code
image.bma	Plot Signs of Best Models
info.bma	Summary Statistics for a 'bma' Object
is.bma	Tests for a 'bma' Object
is.topmod	Topmodel Object
logLik.zlm	Variable names and design matrix
lps.bma	Log Predictive Score
model.frame.bma	Variable names and design matrix
mprior-class	Class "mprior"
plot.bma	Plot Posterior Model Size and Model Probabilities
plotComp	Compare Two or More bma Objects
plotConv	Plot Convergence of BMA Sampler
plotModelsize	Plot Model Size Distribution
pmp.bma	Posterior Model Probabilities
pmpmodel	Posterior Model Probability for any Model
post.pr2	Posterior Variance and Deviance
post.var	Posterior Variance and Deviance
pred.density	Predictive Densities for bma Objects
pred.density-class	Predictive Densities for bma Objects
predict.bma	Predict Method for bma Objects
predict.zlm	Predict Method for zlm Linear Model
print.pred.density	Predictive Densities for bma Objects
print.topmod	Printing topmod Objects
quantile.coef.density	Extract Quantiles from 'density' Objects
quantile.density	Extract Quantiles from 'density' Objects
quantile.pred.density	Extract Quantiles from 'density' Objects
summary.bma	Summary Statistics for a 'bma' Object
summary.zlm	Summarizing Linear Models under Zellner's g
topmod	Topmodel Object
topmod-class	Class "topmod"
topmodels.bma	Model Binaries and their Posterior model Probabilities
variable.names.bma	Variable names and design matrix
variable.names.zlm	Variable names and design matrix
vcov.zlm	Variable names and design matrix
zlm	Bayesian Linear Model with Zellner's g
zlm-class	Class "zlm"