Post-process IRLS estimates
post_process_est.Rd
The IRLS procedure does not guarantee the variance estimates to be postive nor the co-expression parameters to be bounded. To address this, this function evaluates the percentage of genes with negative variance estimates; sets the their co-expressions to 0 as these genes do not have sufficient biological variations. This function also evaluates the percentage of gene pairs with out-of-bound co-expression estimates; sets the co-expressions greater than 1 to 1; set the co-expressions smaller than -1 to -1.