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.">

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
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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