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