filter_tce: Helper function to do basic filtering of the TCE matrix.

In brielin/inspre: INverse SParse REgression

Helper function to do basic filtering of the TCE matrix.

Description

Large values of R, entries with a high SE, and row/columns with many nans can be removed.

Usage

filter_tce(R_tce, SE_tce, max_R = 2, max_SE = 1, max_nan_perc = 0.5)

Arguments

R_tce	Matrix or data.frame. Estimates of TCE.
SE_tce	Matrix or data.frame. Standard errors of the entries in R_tce.
max_R	Float. Set all entries where 'abs(R_tce) > max_R' to 'NA'.
max_SE	Float. Set all entries whwere 'SE > max_SE' tp 'NA'.
max_nan_perc	Float. Remove columns and rows that are more than 'max_nan_perc' NAs.

brielin/inspre documentation built on Dec. 3, 2023, 4:55 a.m.