sparseSEM-package {sparseSEM} | R Documentation |
state-of-the-art sparse aware maximum likelihood function for structural equation models. Two penalty functions including the Lasso and Elastic net available. Version 2.5: Fix a bug in internal function cv_gene_nets_support_adaENcv; no memory issue with Valgrind check.
Package: | sparseSEM |
Type: | Package |
Version: | 2.5 |
Date: | 2014-09-03 |
License: | GPL |
Anhui Huang
Maintainer: Anhui Huang <a.huang1@umiami.edu>
1. Cai, X., Bazerque, J.A., and Giannakis, G.B. (2013). Inference of Gene Regulatory Networks with Sparse Structural Equation Models Exploiting Genetic Perturbations. PLoS Comput Biol 9, e1003068.
2. Huang A., Bazerque J. A., Giannakis G. B., DUroso G., Myers C. L., Cai X., Elastic Net algorithm for inferring gene regulatory networks based on structural equation models, to be submitted.
library(sparseSEM)