[R] Creating a sequence of variables in a data frame
ripley@stats.ox.ac.uk
ripley at stats.ox.ac.uk
Mon Mar 10 09:14:54 CET 2003
On Mon, 10 Mar 2003, Jason Turner wrote:
> On Mon, Mar 10, 2003 at 01:08:43AM -0500, Ryan T. Moore wrote:
[...]
> > 2. If I have a variable in a data frame, is there quick bit of code
> > that creates a dummy variable for each level of that variable?
>
> Depends what you mean by "quick" ... ;). I'm sure Thomas Lumley could
> blast out a one-liner with reshape() that does exactly what you need,
> but I'm pretty clunky with those. I'd use the above, and roll it
> through another loop.
>
> for(jj in 1:5) {
> foo[[jj + 1]] [which(foo$old == jj)] <- TRUE #note - same offset
> #from above
> }
You don't need the which(), as logical indices are just as good.
library(nnet)
?class.ind
(That returns a numeric matrix with 0/1, which is how I understand dummy
variables are usually coded. You could also use model.matrix(~ foo - 1).)
--
Brian D. Ripley, ripley at stats.ox.ac.uk
Professor of Applied Statistics, http://www.stats.ox.ac.uk/~ripley/
University of Oxford, Tel: +44 1865 272861 (self)
1 South Parks Road, +44 1865 272866 (PA)
Oxford OX1 3TG, UK Fax: +44 1865 272595
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