Bayesian Model Averaging using Bayesian Adaptive Sampling


[Up] [Top]

Documentation for package ‘BAS’ version 0.92

Help Pages

BAS-package Bayesian Model Averaging using Bayesian Adaptive Sampling
AIC.prior Families of Prior Distribution for Coefficients in BMA Models
aic.prior Families of Prior Distribution for Coefficients in BMA Models
BAS Bayesian Model Averaging using Bayesian Adaptive Sampling
bas Bayesian Adaptive Sampling Without Replacement for Variable Selection in Linear Models
bas.lm Bayesian Adaptive Sampling Without Replacement for Variable Selection in Linear Models
bayesglm.fit Fitting Generalized Linear Models Bayesian marginal likelihood evaluation
Bernoulli Independent Bernoulli Prior Distribution for Models
bernoulli Independent Bernoulli Prior Distribution for Models
Beta.Binomial Beta-Binomial Prior Distribution for Models
beta.binomial Beta-Binomial Prior Distribution for Models
BIC.prior Families of Prior Distribution for Coefficients in BMA Models
bic.prior Families of Prior Distribution for Coefficients in BMA Models
bin2int Convert binary model representation into an integer
coef Coefficients of a Bayesian Model Average object
coef.bma Coefficients of a Bayesian Model Average object
coefficients Coefficients of a Bayesian Model Average object
coefficients.bma 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
EB.global.bma Finds the global Empirical Bayes estimates for BMA
eplogprob eplogprob - Compute approximate marginal inclusion probabilities from pvalues
fitted Fitted values for a BMA objects
fitted.bma Fitted values for a BMA objects
g.prior Families of G-Prior Distribution for Coefficients in BMA Models
Hald Hald Data
hald Hald Data
hypergeometric2F1 Gaussian hypergeometric2F1 function
IC.prior Families of Prior Distribution for Coefficients in BMA Models
image Images of models used in Bayesian model averaging
image.bma 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
predict.bma Prediction Method for an object of class BMA
print Summaries of Bayesian Model Averaging objects
print.bma 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
summary.bma Summaries of Bayesian Model Averaging objects
Uniform Uniform Prior Distribution for Models
uniform Uniform Prior Distribution for Models
update Update BMA object using a new prior
update.bma Update BMA object using a new prior
which.matrix Coerce a BMA list object into a matrix