High-dimensional Bayesian Variable Selection Methods: A Comparison Study

Bayesian analysis can reach the aim of model selection based on shrinkage priors. Here, we explain three methods that have been demonstrated giving reasonable performance when working on high-dimensional model selection problems. Also, we compare these methods using simulation and give real data app... View More