[R] Sorting data for multiple regressions
Prof Brian Ripley
ripley at stats.ox.ac.uk
Sat Aug 4 07:49:16 CEST 2007
Well, R has a by() function that does what you want, and its help page
contains an example of doing regression by group.
(There are other ways.)
On Fri, 3 Aug 2007, Paul Young wrote:
> So I am trying to perform a robust regression (fastmcd in the robust
> package) on a dataset and I want to perform individual regressions based
fastmcd does not do regression ... or I would have adapted the ?by
example to show you.
> on the groups within the data. We have over 300 sites and we want to
> perform a regression based on the day of week and the hour for every
> site. I was wondering if anyone knows of a "'by' command similar to the
> one used in SAS that automatically groups the data for the regressions.
> If not, does anyone have any tips on how to split the data into smaller
> sets and then perform the regression on each set. I am new to R, so I
> don't know all of the common work arounds and such. At the moment the
> only method I can think of is to split the data using condition
> statements and manually running the regression on each set. Thanks or
> your help
>
> -Paul
--
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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