All functions

CF_detection()

Function to remove correlated probes

Edec()

Function to run Edec.

MAE()

Computing the Mean Absolute Error

MDC()

Function to run MeDeCom.

RFE()

Function to run RefFreeEwas with euclidean dist.

RFE_with_svd()

Function to run RefFreeEwas "V2" with an svd initialization.

add_noise()

Add noise to one matrix.

compare_A()

Compare the A matrices

compute_A()

Function to compute A

compute_D()

Computation of the D matrix.

compute_TF()

Function to compute the female version of the T matrix

create_exp_grp()

Function to create the experimental group

feature_selection()

Function to select probes with a high variance

plot_k()

Plot the ACP to choose k

pval_CF()

Function to compute the p-value of the CF