mvdalab (version 1.7)

plot.mvdareg: General plotting function for mvdareg and mvdapaca objects.

Description

A general plotting function for a mvdareg and mvdapca objects.

Usage

# S3 method for mvdareg
plot(x, plottype = c("PE", "scoresplot", "loadingsplot",
                    "loadingsplot2D", "T2", "Xresids", "coefsplot", "ap.plot",
                    "weightsplot", "weightsplot2D", "acfplot"), ...)

Arguments

x

an object of class "mvdareg", i.e., a fitted model.

plottype

the desired plot from an object of class "mvdareg"

...

additional arguments. Currently ignored.

Author

Nelson Lee Afanador ()

Details

The following plotting functions are supported:

PE, scoreplot, loadingsplot, loadingsplot2D, T2, Xresids, coefsplot, ap.plot, weightsplot, weightsplot2D, acfplot

Examples

data(Penta)
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1],
               ncomp = 2, validation = "loo")
plot(mod1, plottype = "scoresplot")
if (FALSE) {
plot(mod1, plottype = "loadingsplot2D")
plot(mod1, plottype = "T2", ncomp = 2, phase = 1, conf = c(.95, .99))
}