predMV: Predict outcomes Predict MV object using a MUVR class object...

In MUVR2: Multivariate Methods with Unbiased Variable Selection

Predict outcomes Predict MV object using a MUVR class object and a X testing set. At present, this function only supports predictions for PLS regression type problems.

Description

Predict outcomes Predict MV object using a MUVR class object and a X testing set. At present, this function only supports predictions for PLS regression type problems.

Usage

predMV(MUVRclassobject, newdata, model = "min")

Arguments

MUVRclassobject	An 'MUVR' class object
newdata	New data for which to predict outcomes
model	What type of model to plot ('min', 'mid' or 'max'). Defaults to 'mid'.

Value

The predicted result based on the MUVR model and the newdata

Examples

data("freelive2")
nRep <- 2
nOuter <- 4
varRatio <-0.6
regrModel <- MUVR2(X = XRVIP2,
                   Y = YR2,
                   nRep = nRep,
                   nOuter = nOuter,
                   varRatio = varRatio,
                   method = "PLS",
                   modReturn=TRUE)
predMV(regrModel,XRVIP2)

MUVR2 documentation built on Sept. 16, 2024, 9:06 a.m.