Bayesian Model Averaging using Bayesian Adaptive Sampling


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Documentation for package ‘BAS’ version 0.1

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BAS-package Bayesian Model Averaging using Bayesian Adaptive Sampling
BAS Bayesian Model Averaging using Bayesian Adaptive Sampling
bas Bayesian Adaptive Sampling Without Replacement for Variable Selection in Linear Models
bin2int Convert binary model representation into an integer
coef Coefficients of a Bayesian Model Average object
coefficients Coefficients of a Bayesian Model Average object
cv.summary.bma Summaries for Out of Sample Prediction
EB.global Finds the global Empirical Bayes estimates for BMA
eplogprob eplogprob - Compute approximate marginal inclusion probabilities from pvalues
fitted Fitted values for a BMA objects
Hald Hald Data
hald Hald Data
image Images of models used in Bayesian model averaging
list2matrix.bma Coerce a BMA list object into a matrix
list2matrix.which Coerce a BMA list object into a matrix
plot Plots the posterior distributions of coefficients derived from Bayesian model averaging
plot.bma Plot Diagnostics for an blm Object
plot.coef.bma Plots the posterior distributions of coefficients derived from Bayesian model averaging
predict Prediction Method for an object of class BMA
print Summaries of Bayesian Model Averaging objects
print.coef.bma Coefficients of a Bayesian Model Average object
protein Protein Activity Data
summary Summaries of Bayesian Model Averaging objects
update Update BMA object using a new prior
which.matrix Coerce a BMA list object into a matrix