sparseSEM-package: sparseSEM: Sparse-aware Maximum Likelihood for Structural...

In sparseSEM: Sparse-aware Maximum Likelihood for Structural Equation Models

Description

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.

Details

Package:	sparseSEM
Type:	Package
Version:	2.5
Date:	2014-09-03
License:	GPL

Author(s)

Anhui Huang

Maintainer: Anhui Huang <[email protected]>

References

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.

Examples

library(sparseSEM)

sparseSEM documentation built on May 29, 2017, 8:29 p.m.