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

Description Details Author(s) References Examples


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 <[email protected]>


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.



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