pgraph: Build Dependency Graphs using Projection

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
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 <yangfengstat at>
License: GPL-2
NeedsCompilation: no
Materials: ChangeLog
CRAN checks: pgraph results


Reference manual: pgraph.pdf


Package source: pgraph_1.6.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): pgraph_1.6.tgz, r-oldrel (arm64): pgraph_1.6.tgz, r-release (x86_64): pgraph_1.6.tgz, r-oldrel (x86_64): pgraph_1.6.tgz
Old sources: pgraph archive


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