Prior-Preconditioned Conjugate Gradient Method for Accelerated Gibbs Sampling in "Large n, Large p" Bayesian Sparse Regression
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In a modern observational study based on healthcare databases, the number of observations and of predictors typically range in the order of 105-106 and of 104-105. Despite the large sample size, data rarely provide sufficient information to reliably estimate s... ...