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CS-CORE functions

Functions for inferring cell-type-specific co-expression networks

CSCORE()
CS-CORE for cell-type-specific co-expression network inference
diff_CSCORE()
Differential co-expression analysis with CS-CORE
CSCORE_IRLS_cpp()
Iteratively reweighted least squares (IRLS) procedure in CS-CORE (Rcpp)
CSCORE_IRLS_base()
Iteratively reweighted least squares (IRLS) procedure in CS-CORE (base R, archived)
post_process_est()
Post-process IRLS estimates
WLS_mean()
Weighted Least Squares Mean and Variance Estimation (Rcpp)
WLS_cov()
Weighted Least Squares Covariance Estimation (Rcpp)

Supporting data sets

Data sets for illustrative purposes

ind_gene_pair
A simulated independent gene pair
top_enrich_go
Top GO enrichment result in the CS-CORE vignette
diff_module_list
Gene modules from the differential co-expression vignette
diff_ego_result
GO enrichment results from the differential co-expression vignette
diff_est_example
Co-expression matrices for the example module in the differential co-expression vignette