From: Berton Gunter <gunter.berton_at_gene.com>

Date: Sat 27 Aug 2005 - 07:02:55 EST

R-help@stat.math.ethz.ch mailing list

https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide! http://www.R-project.org/posting-guide.html Received on Sat Aug 27 07:13:58 2005

Date: Sat 27 Aug 2005 - 07:02:55 EST

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- Bert Gunter Genentech Non-Clinical Statistics South San Francisco, CA

"The business of the statistician is to catalyze the scientific learning process." - George E. P. Box

> -----Original Message-----

*> From: r-help-bounces@stat.math.ethz.ch
**> [mailto:r-help-bounces@stat.math.ethz.ch] On Behalf Of David James
**> Sent: Friday, August 26, 2005 2:00 PM
**> To: r-help@stat.math.ethz.ch
**> Subject: [R] Creating factors from continuous variables
**>
**> What is the quickest way to create many categorical variables
**> (factors) from continuous variables?
**>
**> This is the approach that I have used:
**>
**> # create sample data
**> N <- 20
**> x <- runif(N,0,1)
**>
**> # setup ranges to define categories
**> x.a <- (x >= 0.0) & (x < 0.4)
**> x.b <- (x >= 0.4) & (x < 0.5)
**> x.c <- (x >= 0.5) & (x < 0.6)
**> x.d <- (x >= 0.6) & (x < 1.0)
**>
**> # create factors
**> i <- runif(N,1,1)
**> x.new <- (i*1*x.a) + (i*2*x.b) + (i*3*x.c) + (i*4*x.d)
**> x.factor <- factor(x.new)
**>
**> I'm looking for a better / simpler / more elegant / more robust (as
**> the number of categories increases) way to do this. I also don't
**> like that my factor names can only be numbers in this example. I
**> would prefer a solution to take a form like the following (inspired
**> by the "hist" function):
**>
**> # define breakpoints
**> x.breaks = c(0, 0.4, 0.5, 0.6, 1.0)
**> x.factornames = c( "0 - 0.4", "0.4 - 0.5", "0.5 - 0.6", "0.6 - 1.0" )
**> x.factor = unknown.function( x, x.breaks, x.factornames )
**>
**> Thanks,
**> David
**>
**> P.S. Here's what I have read to try to find the answer to my problem:
**> * "Introductory Statistics with R"
**> * "A Brief Guide to R for Beginners in Econometrics"
**> * "Econometrics in R"
**>
**> ______________________________________________
**> R-help@stat.math.ethz.ch mailing list
**> https://stat.ethz.ch/mailman/listinfo/r-help
**> PLEASE do read the posting guide!
**> http://www.R-project.org/posting-guide.html
*

>

R-help@stat.math.ethz.ch mailing list

https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide! http://www.R-project.org/posting-guide.html Received on Sat Aug 27 07:13:58 2005

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