Hi all,
I had some trouble in regrouping factor levels for a variable. After some
experiments, I have figured out how I can recode to modify the factor levels. I
would now like some help to understand why some methods work and others don't.
Here's my code :
rm(list=ls())
###some trials in recoding factor levels
char<-letters[1:10]
fac<-factor(char)
levels(fac)
print(fac)
##first method of recoding factors
fac1<-fac
levels(fac1)[c("a","b","c")]<-"A"
levels(fac1)[c("d","e","f")]<-"B"
levels(fac1)[c("g","h","i","j")]<-"C"
levels(fac1)
print(fac1)
##second method
fac2<-fac
levels(fac2)[c(1,2,3)]<-"A"
levels(fac2)[c(2,3,4)]<-"B" # not c(4,5,6)
levels(fac2)[c(3,4,5,6)]<-"C" # not c(7,8,9,10)
levels(fac2)
print(fac2)
#third method
fac3<-fac
levels(fac3)<-list("A"=c("a","b","c"),"B"=c("d","e","f"),"C"=c("g","h","i","j"))
levels(fac3)
print(fac3)
I first tried method 1 and had no luck with it at all. The levels A, B, and C
just got added to the existing levels without affecting the fac variable.
After some time, I was able to figure out how I should use method 2.
After reading the help documentation, I arrived at method 3.
I would appreciate help in understanding why the first method does not work. In
my application, I had long factor names and Tinn-R just would not
accept statements running to several lines. Partial substitution was desirable
then. Having spent a considerable amount of time on this, I would like to
understand the underlying problem with method 1 as it is. The deeper
understanding could be useful for me later.
Thanking You,
Ravi
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