[R] transform
Jim Lemon
drjimlemon at gmail.com
Sat Oct 1 09:50:47 CEST 2016
Hi Val,
Perhaps like this?
valdat<-read.table(text="obs, Year, bb, kk, y
1, 2001, 25 ,100, 12.6
2, 2001, 15 ,111, 24.7
3, 2001, 53, 110, 13.8
4, 2001, 50, 75, 9.6
5, 2001, 125, 101, 31.5
6, 2001, 205, 407, 65.7
7, 2001, 250, 75, 69.1",sep=",",header=TRUE)
selectval<-valdat$bb > 75 & valdat$kk > 100
valdat$w<-NA
meanselecty<-mean(valdat$y[selectval],na.rm=TRUE)
sdselecty<-sd(valdat$y[selectval],na.rm=TRUE)
valdat$w<-((valdat$y-48.6)/24.183)*3 +10
valdat
Jim
On Sat, Oct 1, 2016 at 10:23 AM, Val <valkremk at gmail.com> wrote:
> Hi all,
> I want to standardize a variable based on certain condition
> Here is my sample of data
>
> obs, Year, bb, kk, y
> 1, 2001, 25 ,100, 12.6
> 2, 2001, 15 ,111, 24.7
> 3, 2001, 53, 110, 13.8
> 4, 2001, 50, 75, 9.6
> 5, 2001, 125, 101, 31.5
> 6, 2001, 205, 407, 65.7
> 7, 2001, 250, 75, 69.1
>
> If the value of "bb" is greater than 75 and the value of "kk" is
> greater than 100 then I want get the mean and STD values of "y". In
> this example obs 5 and 6 satisfy the condition. The mean is 48.6 and
> STDEV is 24.18
> Then I want to transform the "y" values with mean = 10 and SDTEV of 3.
> w= ((y- 48.6)/24.183)*3 +10
>
> My question, how can i pas those mean and STDEV values to create the
> new variable (w)?
>
> The result looks as follows
>
> obs, Year, bb, kk, y, w
> 1, 2001, 25 ,100 , 12.6, 5.534062435
> 2, 2001, 15, 111, 24.7, 7.035113672
> 3, 2001, 53, 110, 13.8, 5.68292702
> 4, 2001, 50, 75, 9.6, 7.642977396
> 5, 2001, 125, 101, 31.5, 7.878679656
> 6, 2001, 205, 407, 65.7, 12.12132034
> 7, 2001, 250, 75 , 69.1, 12.54310334
>
> Thank you in advance
>
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