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.
Version: |
1.6 |
Imports: |
SAM, energy, glasso, glmnet, splines |
Published: |
2020-01-21 |
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:
Downloads:
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