variable number of variables in data frames
Kevin Murphy wrote:
I would like to specify that certain columns in a data frame should be
treated as ordered factors. I know what numbers these columns are, but
not their names.
How do I do this?
For example, if I know columns 1:4 are to be treated as factors, I can
write
dat <- matrix(c(2,1,1,1, 1,1,1,1), 2, 4)
D <- as.data.frame(dat)
# force all variables to be treated as binary
# regardless of the small data set
D$V1 <- factor(D$V1, 1:2)
D$V2 <- factor(D$V2, 1:2)
D$V3 <- factor(D$V3, 1:2)
D$V4 <- factor(D$V4, 1:2)
But how do I do this in general? What I would like to say is something
like
for (i in my.factor.columns) {
D$Vi <- factor(D$Vi, 1:my.nlevels[i])
}
Presumably I could do something tricky using eval, but I don't know how.
Besides, I'd prefer to avoid eval, since it is slow.
(Also, I don't want to rely on the fact that the columns are named "Vnn"
by default.)
Kevin
What about:
dat <- matrix(c(2,1,1,1, 1,1,1,1), 2, 4)
D <- as.data.frame(dat)
makefactor <- function(d,index) { d[index] <- sapply(d[index],factor); return(d)
}
# say one wants the two first columns to be factors index <- c(1,2) str(makefactor(D,index))
Regards, Laurent
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