Integrative Differential Network Analysis in Genomics
Fit DINGO model
Extended bayesian information criteria for gaussian graphical models
Fitting precision regression models
iDINGO: Integrative Differential Network Analysis in Genomics
Fit iDINGO model
Plot differential network
scale a square matrix
Calculating differential score with parallel bootstrap scoring
Calculating differential score
group specific covariance matrices
Calculating differential score for a single bootstrap
Fisher's Z-transformation
Fits covariate dependent partial correlation matrices for integrative models to identify differential networks between two groups. The methods are described in Class et. al., (2018) <doi:10.1093/bioinformatics/btx750> and Ha et. al., (2015) <doi:10.1093/bioinformatics/btv406>.