pgraph: Build Dependency Graphs using Projection

Implements a general framework for creating dependency graphs using projection. Both lasso and sparse additive model projections are implemented. Both Pearson correlation and distance covariance are used to generate the graph.

Author
Jianqing Fan, Yang Feng and Lucy Xia
Date of publication
2016-10-13 20:37:09
Maintainer
Yang Feng <yang.feng@columbia.edu>
License
GPL-2
Version
0.8

View on CRAN

Man pages

greg
Regularized graphical model estimation
pgraph
Calculate the Conditional Dependency Graph
projcore
Calculate the Projected matrix given factors
projcov
Calculate the Projected Covariance of Two Vectors
roc
Compute the Projected Graph

Files in this package

pgraph
pgraph/NAMESPACE
pgraph/R
pgraph/R/projcore.R
pgraph/R/funs.R
pgraph/R/pgraph.R
pgraph/R/greg.R
pgraph/R/roc.R
pgraph/R/projcov.R
pgraph/MD5
pgraph/DESCRIPTION
pgraph/man
pgraph/man/projcore.Rd
pgraph/man/pgraph.Rd
pgraph/man/roc.Rd
pgraph/man/greg.Rd
pgraph/man/projcov.Rd