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 <jiankang@umich.edu>, Brain J. Reich <bjreich@ncsu.edu>, Ana-Maria Staicu <astaicu@ncsu.edu>, Weiyu Li <weiyuli@umich.edu>
Maintainer: Jian Kang <jiankang@umich.edu>
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