parcor-package: Parcor: Estimation of partial correlations based on regularized regression.
Description
This package contains different methods to estimate the matrix of
partial correlations based on a (n x p) matrix X of observation. For low-dimensional settings (p>n), the matrix of
partial correlations can be estimated based on p least-squares
regression fits. However, in high-dimensional scenarios (p
Arguments
Details
Package:
parcor
Type:
Package
Version:
0.2-6
Date:
2014-09-04
License:
GPL2 or newer
LazyLoad:
yes
References
N. Kraemer, J. Schaefer, A.-L. Boulesteix (2009) "Regularized Estimation of
Large-Scale Gene Regulatory Networks with Gaussian Graphical Models", BMC Bioinformatics, 10:384