fact >> (X->X) Pretraitments by orthogonal projection
(X->X) Pretraitments by orthogonal projection
detrending — applies a Detrend correction by orthogonal projection to a Vandermonde matrix
dop — calculates the eigenvectors for orthogonal projection with Dynamic Orthogonal Projection
epo — calculates the eigenvectors and the parameters for tuning External Parameter Orthogonalization (EPO) with the classical approach based on the means for each influence factor
epoe — calculates the eigenvectors and the parameters for tuning External Parameter Orthogonalization (EPO) with a centering by sample inspired from EROS
eros — calculates the eigenvectors and the parameters for tuning Error Removal by Orthogonal Substraction (EROS)
iirp — calculates the eigenvectors and the parameters for tuning Independent Interference Reduction (IIR)
osc — computes the parameters of orthogonal signal correction (OSC) according to the direct method
pop_dextract — extracts the matrix of detrimental information with one of these methods: IIR ('iirp'), EPO ('epo'), EROS('eros' ou 'epoe')
pop_dtune — calculates the tuning parameters of the TOP-Transfer by Orthogonal Projection method, for which the variability is issued from two measurements on the same samples (ex: with two devices)
pop_dtune — calculates the tuning parameters of an orthogonal projection for which the matrix of detrimental information is given
popapply — applies a model obtained with 'epo','epoe','eros','iirp' or 'pop_dtune' to a matrix xtest or a test dataset (xtest,ytest)
vanderm — calculates a Vandermonde matrix for the Detrend correction