Conan {CorReg} | R Documentation |
Removes missing values (rows and column alternatively) to obtain a large full matrix
Conan(X = X, nbstep = Inf, std = FALSE, verbose = FALSE, coercing = NULL, Xout = TRUE)
X |
the dataset (matrix) with missing values |
nbstep |
number of cutting steps (may remove several rows or columns at each step) |
std |
(boolean) remove constant covariates |
verbose |
(boolean) to print the result |
coercing |
vector of the covariates to keep (names or index) |
Xout |
(boolean) to export or not the reduced matrix (if not, indices are sufficient) |
individus_restants |
Index of remaining individuals |
variables_restantes |
Index of remaining variables |
X |
If Xout=TRUE, the reduced dataset without missing values |
## Not run: data<-mtcars require(CorReg) datamiss=Terminator(target = data,wrath=0.05)#5% of missing values datamiss showdata(datamiss)#plot positions of the missing values reduced=Conan(X=datamiss) reduced ## End(Not run)