Bayesian Variable Selection in High Dimensional Settings using Nonlocal Priors

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Documentation for package ‘BVSNLP’ version 1.1.9

• DESCRIPTION file.

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bvs	High dimensional Bayesian variable selection using nonlocal priors
CoefEst	Coefficient estimation for a specific set of covariates
cox_bvs	Non-parallel version of Bayesian variable selector for survival data using nonlocal priors
HyperSelect	Hyperparameter selection for iMOM prior density
logreg_bvs	Non-parallel version of Bayesian variable selector for logistic regression data using nonlocal priors
ModProb	Logarithm of unnormalized probability of a given model
predBMA	Predictive accuracy measurement using Bayesian Model Averaging
PreProcess	Preprocessing the design matrix, preparing it for variable selection procedure