General plotting function for mvdareg and mvdapaca objects.

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Description

A general plotting function for a mvdareg and mvdapca objects.

Usage

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## S3 method for class '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.

Details

The following plotting functions are supported:

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

Author(s)

Nelson Lee Afanador (nelson.afanador@mvdalab.com)

Examples

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data(Penta)
## Number of bootstraps set to 500 to demonstrate flexibility
## Use a minimum of 1000 (default) for results that support bootstraping
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1], 
               ncomp = 2, validation = "oob", boots = 500)
plot(mod1, plottype = "scoresplot")
plot(mod1, plottype = "loadingsplot2D")
plot(mod1, plottype = "T2", ncomp = 2, phase = 1, conf = c(.95, .99))

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