[R] Conditional operation on data frame, shift/roll of vector
David Winsemius
dwinsemius at comcast.net
Sat Sep 26 19:24:51 CEST 2009
On Sep 26, 2009, at 12:52 PM, David Winsemius wrote:
>
> On Sep 26, 2009, at 11:46 AM, jiangrm wrote:
>
>> Conditionally, when Ind of a certain row is 1, want to get sum or
>> delta of Val in that row and 1 row
>> above.
>>
>> Val Ind Val Ind Del
>> 10 0 10 0 NA
>> 11 0 11 0 NA
>> 13 1 -------> 13 1 24 or 2
>> 16 0 16 0 NA
>>
>> A simple way I guess is to get shifted vector of Val (say, c(NA,
>> 10, 11, 13)), add to or minus from
>> Val, then and logically AND with Ind.
>
> ?diff
>
> > df1<-data.frame(Val=c(10,11,13,16), Ind=c(0,0,1,0))
> > c(NA, diff(df1$Val))[df1$Ind==1]
> [1] 2
>
I suppose I ought to answer the question more fully. One approach
using indexing, is to use the logical vector produced by df1$Ind==1
on both sides of an assignment operation at once to determine which of
the values of hte above set of differences get transfered:
> df1$Del[df1$Ind==1] <- c(NA, diff(df1$Val))[df1$Ind==1]
> df1
Val Ind Del
1 10 0 NA
2 11 0 NA
3 13 1 2
4 16 0 NA
ifelse might also provide a solution. Something along the lines of:
df1$Del3 <- ifelse(df1$Ind ==1, c(NA, df1$Val[2:nrow(df1)]-df1$Val[1:
(nrow(df1)-1)]), NA)
But that seems so Baroque that I think you will agree that the
indexing method is preferable in this question.
>>
>> Which function provides the shift operation of the vector Val?
>
> ?"[" # with a suitable index vector
> ?lag # for time series
>
>>
>> Also welcomed if any better way to do this. Thanks.
>
>
>
> --
>
> David Winsemius, MD
> Heritage Laboratories
> West Hartford, CT
>
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David Winsemius, MD
Heritage Laboratories
West Hartford, CT
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