All functions

as.data.frame(<pareg>)

as.data.frame for an object of class pareg.

as_dense_sim()

Convert matrices.

as_enrichplot_object()

Convert object of class pareg to class enrichResult.

cluster_apply()

Parallelize function calls on LSF cluster.

compute_term_similarities()

Term similarity computation.

create_model_df()

Create design matrix.

cv_edgenet()

Find the optimal shrinkage parameters for edgenet

edgenet()

Fit a graph-regularized linear regression model using edge-based regularization. Adapted from https://github.com/dirmeier/netReg.

family() gaussian() bernoulli() beta() beta_phi_lm() beta_phi_var()

Family objects for models

generate_similarity_matrix()

Similarity matrix generation.

jaccard()

Jaccard similarity.

overlap_coefficient()

Overlap coefficient.

pareg()

Pathway enrichment using a regularized regression approach.

pathway_similarities

Collection of pathway similarity matrices.

plot(<pareg>)

Plot pareg object.

plot_pareg_with_args()

Plot result of enrichment computation.

similarity_sample()

Sample elements based on similarity structure.

transform_y()

Transform vector from [0, 1] to (0, 1).