predict.MBWCov {MBAnalysis}

Prediction from MBWCov models

Description

Computes predictions of Y from MBWCov using calibration X (default) or new X observations.

Usage

## S3 method for class 'MBWCov'
predict(object, newdata = object$call$X, ncomp = object$call$ncomp, ...)

Arguments

object

An object resulting from MBWCov.

newdata

A matrix or data.frame of (new) observations having the same ncol and same colnames as the X of fitting observations.

ncomp

The number of components to be considered in the model to perform the predictions. By default, all components computed in MBWCov are considered.

...

further arguments passed to or from other methods.

Value

A matrix of predicted Y values where each row corresponds to an observation and each column corresponds to a Y variable.

See Also

Beta MBValidation

Examples

data(ham)
X=ham$X
block=ham$block
Y=ham$Y
res.mbwcov <- MBWCov(X, Y, block, name.block = names(block))
predict(res.mbwcov)