Software

fashr: an R package to implement the functional adaptive shrinkage through empirical Bayes.

BayesGP: an R package implementing a range of Bayesian hierarchical models with flexible Gaussian process priors.

sGPfit: an R package that implements the sGP model with either state space method or sB-spline approximation.

SPCompute: an R package for fast computation of the sample size or power for GWAS studies.

OSplines: an R package to efficiently implement model-based smoothing with the integrated Wiener's process, within a variety of Bayesian hierarchical models.

Abcoxp: an R package for approximate Bayesian inference of Cox PH model using partial likelihood.