Binary Regressions under Independent Student-t Priors (tglm)
Use Gibbs sampler with Polya-Gamma data augmentation to fit logistic and probit regression under independent Student-t priors (including Cauchy priors and normal priors as special cases).
Graph-Constrained Estimation and Hypothesis Testing (Grace)
Use the graph-constrained estimation (Grace) procedure to estimate graph-guided linear regression coefficients and use the Grace and GraceR tests to perform graph-guided hypothesis test on the association between the response and the predictor.
A Simple Wrapper for the LASVM Solver (lasvmR)
This is a simple wrapper for the LASVM Solver (see http://…/lasvm ). LASVM is basically an online variant of the SMO solver.