Bayes Factors, Model Choice and Variable Selection in Linear Models


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Documentation for package ‘BayesVarSel’ version 2.0.1

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BayesVarSel-package Bayes Factors, Model Choice And Variable Selection In Linear Models
BayesVarSel Bayes Factors, Model Choice And Variable Selection In Linear Models
BMAcoeff Bayesian Model Averaged estimations of regression coefficients
Btest Bayes factors and posterior probabilities for linear regression models
Bvs Bayesian Variable Selection for linear regression models
GibbsBvs Bayesian Variable Selection for linear regression models using Gibbs sampling.
GibbsBvsF Bayesian Variable Selection with Factors for linear regression models using Gibbs sampling.
Hald Hald data
histBMA A function for histograms-like representations of objects of class 'bma.coeffs'
Jointness Computation of Jointness measurements.
Ozone35 Ozone35 dataset
plot.Bvs A function for plotting summaries of an object of class 'Bvs'
pltltn Correction for p>>n for an object of class 'Bvs'
predict.Bvs Bayesian Model Averaged predictions
print.Btest Print an object of class 'Btest'
print.Bvs Print an object of class 'Bvs'
print.jointness Print an object of class 'jointness'
SDM SDM data
summary.Bvs Summary of an object of class 'Bvs'