| MultiVarSel-package | Package |
| 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. |
| MultiVarSelect | Package |
| 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. |
| Y | This is a metabolomic dataset from 30 copals samples of trees coming from Africa |