Followup: Re: [R] Interaction Plots in R
Ko-Kang Wang
Ko-Kang at xtra.co.nz
Tue May 23 22:43:01 CEST 2000
Ah yes. I've just tested the code and it proved to be extremely good. Thank you.
I actually think it will be a good idea to put up a package (library), with
examples and help files etc...I don't know how the others on this list think about
this idea, but I would certainly like to see such a package in CRAN.
If you don't mind, I could put up a package for you and e-mailed it to you.
Thanks again.
Ko-Kang
Kaspar Pflugshaupt wrote:
> >>
> >> Ko-Kang Wang wrote:
> >> Is there a function to do interaction plots in R?
> >> I know in Splus I can simply use interaction.plot()
> >
> > Thanks.
> > I don't think there's such a function, so I wrote one some time ago. It takes
> > two factors f1, f2 and a response variable data.
>
> Well, I've been using that function a lot lately and so I've improved it
> considerably, up to the point of being useful. Having a bit of a bad
> conscience for my last version (it was rather ugly), I'd like to post a
> better one. It uses colours, draws a legend (which can be reordered) and
> does a better job with axis labels. What's more, I've since discovered the
> "matlines" function :-) .
>
> If anyone else needs interaction plots similar to S-Plus, here you go:
>
> ----------------------------------------------------------
> interaction.plot<-
> function (f1, f2, data, main = "Interaction Plot",
> xlab = deparse(substitute(f2)),
> ylab = paste("Mean of", deparse(substitute(data))),
> legend=T, leg.order = 1:n1, ...)
> {
>
> # f1,f2: factors. data: data vector
> # (extraction from matrix or data.frame not implemented)
>
> cellmeans <- tapply(data, list(f1, f2), mean)
> n1 <- nlevels(f1)
> n2 <- nlevels(f2)
> xr <- c(1, n2)
> yr <- range(cellmeans)
> plot(0, 0, type = "n", xaxt = "n", xlim = xr, ylim = yr,
> main = main, xlab = xlab, ylab = ylab)
> matlines(t(cellmeans), lty = 1, col = 1:n1)
> axis(1, at = 1:n2, labels = as.character(levels(f2)))
> if(legend)
> legend(locator(1), legend = rownames(cellmeans)[leg.order],
> lty = 1, col = (1:n1)[leg.order])
>
> # locator(1) waits for user to choose legend location
> # (click marks upper left corner)
> # legend entries get ordered according to leg.order
>
> invisible(list(cellmeans = cellmeans))
> # cellmeans are returned
> }
> --------------------------------------------------------
>
> --
> Kaspar Pflugshaupt
> Geobotanisches Institut ETH Zurich
> mailto: pflugshaupt at geobot.umnw.ethz.ch
>
> --
>
> Kaspar Pflugshaupt
> Geobotanisches Institut
> Zuerichbergstr. 38
> CH-8044 Zuerich
>
> Tel. ++41 1 632 43 19
> Fax ++41 1 632 12 15
>
> mailto:pflugshaupt at geobot.umnw.ethz.ch
> privat:pflugshaupt at mails.ch
> http://www.geobot.umnw.ethz.ch
>
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--
-----------------------------------------------------------------------------------
Ko-Kang Wang
Undergraduate Student
Computer Science/Statistics Double Major
University of Auckland
Auckland 1005
New Zealand
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