[R] Creating an new variable -or my failure to understand an IF() statement
Chuck Cleland
ccleland at optonline.net
Tue Apr 11 18:02:04 CEST 2006
John Kane wrote:
> I am just starting with R and I am having a stupid
> problem understanding an if else statement because I
> am thinking in terms of something like SAS or Fortran.
>
>
> I am completely misunderstanding what I am reading in
> the Intro to R, the R-Language Definitions and the
> Help Mailing List. I have read references to if not a
> vector and ifelse vectored and am even more confused.
>
> Problem : I want to create some new variables to use
> in a data.frame. The actual data is read into
> data.frame (mixed string and numeric data) using a
> read.csv() command.
>
> Testdata is:
> a <- c("A", "B","C","D","E")
> Y1 <- c(2, 2 , 400, 500, 600)
> Y2 <- c(2, 4, 4 , 600, 700)
> Y3 <- c(5, 4, 1, 1, 200)
> Y4 <- c(5, 5, 1, 3, 5)
>
> MyData <- data.frame(a,Y1,Y2,Y3, Y4)
>
> MyData
> # Results are:
> a Y1 Y2 Y3 Y4
> 1 A 2 2 5 5
> 2 B 2 4 4 5
> 3 C 400 4 1 1
> 4 D 500 600 1 3
> 5 E 600 700 200 5
>
>
> What I want to do is to add a variable to the
> data.frame so that I have:
>
> a Y1 Y2 Y3 Y4 P1
> 1 A 2 2 5 5 4
> 2 B 2 4 4 5 8
> 3 C 400 4 1 1 2
> 4 D 500 600 1 3 4
> 5 E 600 700 200 5 NA
>
> However when I try this :
>
> if (a=="A") (P1 <- Y1+ Y2) else
> if (a=="B") (P1 <- Y2+Y3) else
> if (a=="C" ) (P1 <- Y3+ Y4) else
> if (a=="D" (P1 <- Y4) else
> if (a=="D") (P1<- NA)
>
> Error: syntax error in:
> " if (a=="C" ) (P1 <- Y3+ Y4) else
> if (a=="D" (P1 <- Y4) else"
>> if (a=="D") (P1<- NA)
> Warning message:
> the condition has length > 1 and only the first
> element will be used in: if (a == "D") (P1 <- NA)
>
> Can anyone help me a) get around it and b) understand
> what R is really doing.?
MyData$P1 <- ifelse(a=="A", Y1 + Y2,
ifelse(a=="B", Y2 + Y3,
ifelse(a=="C", Y3 + Y4,
ifelse(a=="D", Y4, NA))))
?ifelse
> Thanks
>
> John Kane, Kingston ON Canada
>
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--
Chuck Cleland, Ph.D.
NDRI, Inc.
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