pgraph: Build Dependency Graphs using Projection

Implements a general framework for creating dependency graphs using projection as introduced in Fan, Feng and Xia (2019)<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.

Getting started

Package details

AuthorYang Feng [aut, cre], Jianqing Fan [aut], Lucy Xia [aut]
MaintainerYang Feng <yangfengstat@gmail.com>
LicenseGPL-2
Version1.6
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("pgraph")

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pgraph documentation built on Jan. 21, 2020, 5:07 p.m.