Importance-Penalized Joint Graphical Lasso (IPJGL)

main contirbutions

• IPJGL implementation in R;
• network heatmap visualization;
• gene expression data simulation of BA networks.

Usage example

Look up in example.R for details

Citation

Jiacheng Leng, Ling-Yun Wu, Importance-Penalized Joint Graphical Lasso (IPJGL): differential network inference via GGMs, Bioinformatics, Volume 38, Issue 3, 1 February 2022, Pages 770–777, https://doi.org/10.1093/bioinformatics/btab751