- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.
- Package NEWS.

AIC.prior | Information Criterion Families of Prior Distribution for Coefficients in BMA Models |

aic.prior | Information Criterion Families of Prior Distribution for Coefficients in BMA Models |

BAS | BAS: Bayesian Model Averaging using Bayesian Adaptive Sampling |

bas | Bayesian Adaptive Sampling for Bayesian Model Averaging and Variable Selection in Linear Models |

bas.glm | Bayesian Adaptive Sampling Without Replacement for Variable Selection in Generalized Linear Models |

bas.lm | Bayesian Adaptive Sampling for Bayesian Model Averaging and Variable Selection in Linear Models |

Bayes.outlier | Bayesian Outlier Detection |

bayesglm.fit | Fitting Generalized Linear Models and Bayesian marginal likelihood evaluation |

Bernoulli | Independent Bernoulli Prior Distribution for Models |

bernoulli | Independent Bernoulli Prior Distribution for Models |

Bernoulli.heredity | Independent Bernoulli prior on models that with constraints for model hierarchy induced by interactions |

Beta.Binomial | Beta-Binomial Prior Distribution for Models |

beta.binomial | Beta-Binomial Prior Distribution for Models |

beta.prime | Beta-Prime Prior Distribution for Coefficients in BMA Model |

BIC.prior | Information Criterion Families of Prior Distribution for Coefficients in BMA Models |

bic.prior | Information Criterion Families of Prior Distribution for Coefficients in BMA Models |

Bodyfat | Bodyfat Data |

bodyfat | Bodyfat Data |

CCH | Generalized g-Prior Distribution for Coefficients in BMA Models |

climate | Climate Data |

coef | Coefficients of a Bayesian Model Average object |

coef.bas | Coefficients of a Bayesian Model Average object |

coefficients | Coefficients of a Bayesian Model Average object |

coefficients.bas | Coefficients of a Bayesian Model Average object |

confint | Compute Credible Intervals for BAS regression coefficients from BAS objects |

confint.coef.bas | Compute Credible Intervals for BAS regression coefficients from BAS objects |

confint.pred.bas | Compute Credible (Bayesian Confidence) Intervals for a BAS predict object |

cv.summary.bas | Summaries for Out of Sample Prediction |

diagnostics | BAS MCMC diagnostic plot |

EB | Empirical Bayes Prior Distribution for Coefficients in BMA Model |

EB.global | Find the global Empirical Bayes estimates for BMA |

EB.global.bas | Find the global Empirical Bayes estimates for BMA |

EB.local | Empirical Bayes Prior Distribution for Coefficients in BMA Model |

eplogprob | eplogprob - Compute approximate marginal inclusion probabilities from pvalues |

eplogprob.marg | eplogprob.marg - Compute approximate marginal inclusion probabilities from pvalues |

fitted | Fitted values for a BAS BMA objects |

fitted.bas | Fitted values for a BAS BMA objects |

force.heredity.bas | Post processing function to force constraints on interaction inclusion bas BMA objects |

g.prior | Families of G-Prior Distribution for Coefficients in BMA Models |

Hald | Hald Data |

hald | Hald Data |

hyper.g | Hyper-g-Prior Distribution for Coefficients in BMA Models |

hyper.g.n | Generalized hyper-g/n Prior Distribution for g for mixtures of g-priors on Coefficients in BMA Models |

hypergeometric1F1 | Confluent hypergeometric1F1 function |

hypergeometric2F1 | Gaussian hypergeometric2F1 function |

IC.prior | Information Criterion Families of Prior Distribution for Coefficients in BMA Models |

image | Images of models used in Bayesian model averaging |

image.bas | Images of models used in Bayesian model averaging |

intrinsic | Intrinsic Prior Distribution for Coefficients in BMA Models |

Jeffreys | Jeffreys Prior Distribution for $g$ for Mixtures of g-Priors for Coefficients in BMA Models |

list2matrix | Coerce a BAS list object into a matrix. |

list2matrix.bas | Coerce a BAS list object into a matrix. |

list2matrix.which | Coerce a BAS list object into a matrix. |

phi1 | Compound Confluent hypergeometric function of two variables |

plot.bas | Plot Diagnostics for an BAS Object |

plot.coef.bas | Plots the posterior distributions of coefficients derived from Bayesian model averaging |

plot.confint.bas | Plot Bayesian Confidence Intervals |

predict | Prediction Method for an object of class BAS |

predict.bas | Prediction Method for an object of class BAS |

predict.basglm | Prediction Method for an Object of Class basglm |

Print a Summary of Bayesian Model Averaging objects from BAS | |

print.bas | Print a Summary of Bayesian Model Averaging objects from BAS |

print.coef.bas | Coefficients of a Bayesian Model Average object |

protein | Protein Activity Data |

robust | Robust-Prior Distribution for Coefficients in BMA Model |

summary | Summaries of Bayesian Model Averaging objects from BAS |

summary.bas | Summaries of Bayesian Model Averaging objects from BAS |

tCCH | Generalized tCCH g-Prior Distribution for Coefficients in BMA Models |

testBF.prior | Test based Bayes Factors for BMA Models |

TG | Generalized g-Prior Distribution for Coefficients in BMA Models |

tr.Beta.Binomial | Truncated Beta-Binomial Prior Distribution for Models |

tr.beta.binomial | Truncated Beta-Binomial Prior Distribution for Models |

tr.Poisson | Truncated Poisson Prior Distribution for Models |

tr.poisson | Truncated Poisson Prior Distribution for Models |

tr.Power.Prior | Truncated Power Prior Distribution for Models |

tr.power.prior | Truncated Power Prior Distribution for Models |

trCCH | Truncated Compound Confluent Hypergeometric function |

trunc.CCH | Truncated Compound Confluent Hypergeometric function |

Uniform | Uniform Prior Distribution for Models |

uniform | Uniform Prior Distribution for Models |

update | Update BAS object using a new prior |

update.bas | Update BAS object using a new prior |

variable.names | Extract the variable names for a model from a BAS prediction object |

variable.names.pred.bas | Extract the variable names for a model from a BAS prediction object |

which.matrix | Coerce a BAS list object of models into a matrix. |