Graph-Constrained Estimation and Hypothesis Tests

Use the graph-constrained estimation (Grace) procedure (Zhao and Shojaie, 2016 ) 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.


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Reference manual

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install.packages("Grace")

0.5.3 by Sen Zhao, 19 days ago


http://onlinelibrary.wiley.com/doi/10.1111/biom.12418/abstract


Browse source code at https://github.com/cran/Grace


Authors: Sen Zhao


Documentation:   PDF Manual  


GPL-3 license


Depends on MASS, glmnet, scalreg


See at CRAN