[R] using nested ifelse and rowSums to create new variable?
Dimitrios Rizopoulos
Dimitris.Rizopoulos at med.kuleuven.be
Tue Nov 21 22:00:12 CET 2006
do you mean something like the following:
dat <- data.matrix(df)
dep <- rowSums(dat[, 3:6] < 4)
dep
I hope it helps.
Best,
Dimitris
----
Dimitris Rizopoulos
Ph.D. Student
Biostatistical Centre
School of Public Health
Catholic University of Leuven
Address: Kapucijnenvoer 35, Leuven, Belgium
Tel: +32/(0)16/336899
Fax: +32/(0)16/337015
Web: http://med.kuleuven.be/biostat/
http://www.student.kuleuven.be/~m0390867/dimitris.htm
Quoting "Tony N. Brown" <tony.n.brown at vanderbilt.edu>:
> Dear R-help community,
>
> If I have a data.frame df as follows:
>
>> df
> x1 x2 x3 x4 x5 x6
> 1 5 5 1 1 2 1
> 2 5 5 5 5 1 5
> 3 1 5 5 5 5 5
> 4 5 5 1 4 5 5
> 5 5 1 5 2 4 1
> 6 5 1 5 4 5 1
> 7 5 1 5 4 4 5
> 8 5 1 1 1 1 5
> 9 1 5 1 1 2 5
> 10 5 1 5 4 5 5
> 11 1 5 5 2 1 1
> 12 5 5 5 4 4 1
> 13 1 5 1 4 4 1
> 14 1 1 5 4 5 5
> 15 1 5 5 4 5 1
> 16 1 1 5 5 5 1
> 17 5 5 5 2 2 5
> 18 1 5 1 5 5 5
> 19 5 5 5 2 4 5
> 20 1 1 5 2 4 5
>
> How can I create a variable that captures the pattern of responses
> and counts across rows?
>
> I used the ifelse function and that works fine for the first two
> conditions (see R code below). But I need help figuring out how to
> count the number of scores in each row for columns x3, x4, x5, and
> x6 that are less than 4, conditional upon an ifelse. I then want to
> assign a value to the new variable based upon the count.
>
> The new variable I want to create is called dep. Here's my R code:
>
> dep<-with(df,
> ifelse((x1==5) & (x2==5), 0,
> ifelse((x1==1 & x2==1), 1,
>
> ifelse((x1==1 & x2==5) | (x1==5 & x2==1) &
> (rowSums(df[ ,c(x3, x4, x5, x6)]<4) ==1), 2,
> ifelse((x1==1 & x2==5) | (x1==5 & x2==1) &
> (rowSums(df[ ,c(x3, x4, x5, x6)]<4) ==2), 3,
> ifelse((x1==1 & x2==5) | (x1==5 & x2==1) &
> (rowSums(df[ ,c(x3, x4, x5, x6)]<4) ==3), 4,
>
> 99))))))
>
> dep
> 0 1 2 99
> 6 3 6 5
>
> I expected dep to range from 0 to 4 and its length to be equal to
> 20.
>
> Thanks in advance for your help and suggestions.
>
> Version: R 3.2.1
> OS: Windows XP
>
>
> ---------------------------------------
> Tony N. Brown, Ph.D.
> Assistant Professor of Sociology
> Vanderbilt University
> Phone: (615) 322-7518
> Fax: (615) 322-7505
> Email: tony.n.brown at vanderbilt.edu
>
> ______________________________________________
> R-help at 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
> and provide commented, minimal, self-contained, reproducible code.
>
>
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