ARMADA |
Scores of all the covariates present in X, given the vector Y of the response. |
ARMADA.heatmap |
Heatmap of the selected covariates. |
ARMADA.select |
Covariates selection via 8 selection methods |
ARMADA.summary |
Scores of the covariates X |
clustering |
To obtain the dendrogram of the covariates contained in the data.frame X, and a proposition for the number of clusters of covariates in X. |
covariables |
concatenation of the rownames of X and of the response vector Y. |
toys.data |
Toys data |
toys.data.multi |
Toys data in multinomial case |
toys.data.reg |
Toys data in regression case |
X_decor |
Decorrelation of a matrix X, given a response variable Y. |