R: Scatterplot for a ICS Object

plot.ics {ICS} | R Documentation

## Scatterplot for a ICS Object

### Description

Scatterplot matrix for a `ics` object.

### Usage

    ## S4 method for signature 'ics,missing'
    plot(x, index = NULL, ...)

### Arguments

`x` | object of class `ics`
`index` | index vector of which components should be plotted. See details for further information
`...` | other arguments for `plot`

### Details

If no index vector is given the function plots the full scatterplots matrix only if there are less than seven components. Otherwise the three first and three last components will be plotted. This is because the components with extreme kurtosis are the most interesting ones.

### Author(s)

Klaus Nordhausen

### See Also

`screeplot.ics`, `ics-class` and `ics`

### Examples

        set.seed(123456)
        X1 <- rmvnorm(250, rep(0,8), diag(c(rep(1,6),0.04,0.04)))
        X2 <- rmvnorm(50, c(rep(0,6),2,0), diag(c(rep(1,6),0.04,0.04)))
        X3 <- rmvnorm(200, c(rep(0,7),2), diag(c(rep(1,6),0.04,0.04)))

        X.comps <- rbind(X1,X2,X3)
        A <- matrix(rnorm(64),nrow=8)
        X <- X.comps %*% t(A)

        ics.X.1 <- ics(X)
        plot(ics.X.1)
        plot(ics.X.1,index=1:8)
        rm(.Random.seed)

[Package ICS version 1.3-0 Index]