All functions

ahba

Processed Allen Human Brain Atlas (AHBA) data

brainclass()

Transcriptional-data-guided fMRI network classification

digsee

Processed DiGSeE scores of relevance to schizophrenia of each gene set signature

filterGeneExpr()

Filter gene expression data by average expression

filterGeneSets()

Filter gene sets by size and presence of each gene in the reference gene expression data set

getCVfolds()

Get indices of observations assigned to each fold for repeated k-fold cross-validation

getEdgeLabel()

Obtain labels of edges in a network

getGeneSetEdgeGroup()

Construct gene set edge groups for a gene set collection (GSC) of interest

getROC()

Obtain the receiver operating characteristic (ROC) curve

getSelectedGroup()

Identify feature groups where all fitted coefficients are non-zero.

gscv7.0

Gene set collections downloaded from MSigDB v7.0

jaccard()

Calculate Jaccard Index of two sets

posthoc.edge()

Obtain the edgewise post-hoc interpretability metrics