[R] creating a new variable, conditional on the value of an existing variable, selected conditionally
Malcolm Fairbrother
m.fairbrother at bristol.ac.uk
Wed Jun 9 16:03:08 CEST 2010
Dear all,
I have a data frame f, with four variables:
f <- data.frame(A=c(0,0,1,1), B=c(0,1,0,1), C=c(1,1,0,1), D=c(3,1,2,3))
f
A B C D
1 0 0 1 3
2 0 1 1 1
3 1 0 0 2
4 1 1 1 3
I want to create a new variable (f$E), such that each of its elements is drawn from either f$A, f$B, or f$C, according to the value (for each row) of f$D (values of which range from 1 to 3).
In the first row, D is 3, so I want the value from the third variable (C), which for the first row is 1. In the second row, D is 1, so I want the value from the first variable (A), which for the second row is 0. And so forth, such that in the end my new data frame looks like:
A B C D E
1 0 0 1 3 1
2 0 1 1 1 0
3 1 0 0 2 0
4 1 1 1 3 1
My question is: How do I do this for a much larger dataset, where my "index variable" (f$D in this example) actually indexes a much larger number of variables (not just three)?
I know that in principle I could do this with a long series of nested ifelse statements (as below), but I assume there is some less cumbersome option, and I'd like to know what it is. Any help would be much appreciated. Apologies if I'm missing something obvious.
f$E <- ifelse(f$D==3, f$C, ifelse(f$D==2, f$B, f$A))
Thanks,
Malcolm
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