Dear David,
If you have sufficient RAM you can increase the amount R uses by adding
the switch "--max-mem-size=1024M" to the command you use to start R
(change 1024 to whatever amount of RAM you have).
If you don't have lots of RAM, you may have to draw just a subset of data.
If you're developing or testing a model this will be okay, as long as you
choose
enough samples. Alternatively, you could reduce the number of variables and
cases. This could be a data-driven process, a subjective process, or maybe
some combination of both.
I try to avoid large data sets in R (and S-PLUS and Matlab for that matter)
and do some processing or reduction before I read it in. It sometimes may
be worth writing a C program, or whatever, if you're having lots of problems
getting and crunching the data in R.
Regards,
Andrew C. Ward
CAPE Centre,
The University of Queensland
Brisbane Qld 4072 Australia
andreww at cheque.uq.edu.au
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