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 gmail.com> License: GPL-2 NeedsCompilation: no Materials: ChangeLog CRAN checks: pgraph results Documentation: Reference manual: pgraph.html , pgraph.pdf Downloads: Package source: pgraph_1.6.tar.gz Windows binaries: r-devel: pgraph_1.6.zip, r-release: pgraph_1.6.zip, r-oldrel: pgraph_1.6.zip 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 Linking:Please use the canonical form https://CRAN.R-project.org/package=pgraph to link to this page.
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