plot.covfm: Plot Method

In robust: Port of the S+ "Robust Library"

Description

Generic plot method for objects with classes “covfm”, “covRob”, and “covClassic”.

Usage

## S3 method for class 'covfm'
plot(x, which.plots = c(4, 3, 5), ...)
## S3 method for class 'covRob'
plot(x, which.plots = c(4, 3, 5), ...)
## S3 method for class 'covClassic'
plot(x, which.plots = c(4, 3, 5), ...)

Arguments

x	an oject of class "covClassic", "covRob", or "covfm".
which.plots	either "ask", "all", or an integer vector specifying which plots to draw. If which.plots is an integer vector, use the plot numbers given here (or in the "ask" menu). The plot options are (2) Eigenvalues of Covariance Estimate, (3) Sqrt of Mahalanobis Distances, (4) Ellipses Matrix, and (5) Distance - Distance Plot.
...	additional arguments are passed to the plot subfunctions.

Details

The actual plot functions are only implemented for "fit.models" objects. When this method is dispatched on an object of class "cov" or "covRob" the object is cast as a "fit.models" object containing a single element and plotted with plot.covfm. The actual plotting is done by the subfunctions listed in the See Also section.

Value

x is invisibly returned.

Side Effects

The requested plots are drawn on a graphics device.

See Also

plot, covClassic, covRob, fit.models, ddPlot.covfm, ellipsesPlot.covfm, screePlot.covfm, distancePlot.covfm.

Examples

data(woodmod.dat)

woodm.cov <- covClassic(woodmod.dat)
woodm.covRob <- covRob(woodmod.dat)

plot(woodm.cov)
plot(woodm.covRob)

woodm.fm <- fit.models(list(Robust = "covRob", Classical = "covClassic"),
                       data = woodmod.dat)
plot(woodm.fm)

Example output

Loading required package: fit.models

robust documentation built on May 2, 2019, 5:20 p.m.