pgraph: Build Dependency Graphs using Projection (original) (raw)
Implements a general framework for creating dependency graphs using projection as introduced in Fan, Feng and Xia (2019)<doi:10.48550/arXiv.1501.01617>. Both lasso and sparse additive model projections are implemented. Both Pearson correlation and distance covariance options are available to generate the graph.
Version: | 1.6 |
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Imports: | SAM, energy, glasso, glmnet, splines |
Published: | 2020-01-21 |
DOI: | 10.32614/CRAN.package.pgraph |
Author: | Yang Feng [aut, cre], Jianqing Fan [aut], Lucy Xia [aut] |
Maintainer: | Yang Feng |
License: | GPL-2 |
NeedsCompilation: | no |
Materials: | |
CRAN checks: | pgraph results |
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