sen-zhao/Grace: Graph-Constrained Estimation and Hypothesis Tests

Use the graph-constrained estimation (Grace) procedure (Zhao and Shojaie, 2016 <doi:10.1111/biom.12418>) to estimate graph-guided linear regression coefficients and use the Grace/GraceI/GraceR tests to perform graph-guided hypothesis tests on the association between the response and the predictors.

Getting started

Package details

AuthorSen Zhao
MaintainerSen Zhao <[email protected]>
LicenseGPL-3
Version0.5.3
URL http://onlinelibrary.wiley.com/doi/10.1111/biom.12418/abstract
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("sen-zhao/Grace")
sen-zhao/Grace documentation built on May 26, 2017, 5:52 a.m.