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 | 
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