Jian Kang

STGP (R package, Example Code, Reference)

Package: STGP
Type: Package
Title: Scalar-on-Image Regression via the Soft-Thresholded Gaussian Process
Version: 1.4
Date: 2017-11-30
Author: Jian Kang <[email protected]>, Brain J. Reich <[email protected]>, Ana-Maria Staicu <[email protected]>, Weiyu Li <[email protected]>
Maintainer: Jian Kang <[email protected]>
Description: This package focus on spatial variable selection for scalar-on-image regression. It uses a new class of Bayesian nonparametric models, soft-thresholded Gaussian processes and the developed efficient posterior computation algorithms.
License: GPL (>=2)
Imports: Rcpp (>= 0.11.3), fields, parallel, truncnorm
Depends: lattice
LinkingTo: Rcpp, RcppArmadillo
NeedsCompilation: yes