MultiVarSel-package     Package
Y                       This is a metabolomic dataset from 30 copals
                        samples of trees coming from Africa
copals_camera           Copals data
group                   This is a qualitative variable indicating the
                        type of tree each row of Y is.
metab                   This is a dataset containing the abundance of
                        199 metabolites from 9 seeds samples just after
                        germination. The temperature of seed maturation
                        vary between the different seeds.
prot                    This is a dataset containing the abundance of
                        724 proteins from 9 seeds samples just after
                        germination. The temperature of seed maturation
                        vary between the different seeds.
variable_selection      This function allows the user to select the
                        most relevant variables thanks to the
                        estimation of their selection frequencies
                        obtained by the stability selection approach.
whitening               This function provides an estimation of the
                        inverse of the square root of the covariance
                        matrix of each row of the residuals matrix.
whitening_choice        This function helps to choose the best
                        whitening strategy among the following types of
                        dependence modellings: AR1, ARMA, non
                        parametric and without any whitening.
whitening_test          This function provides the p-value of an
                        adaptation of the Portmanteau statistic to test
                        if there is some dependence in the rows of the
                        residuals matrix given as an argument of the
                        function.
