How to create self cumulating vector in R
I think this is very easy but my R kung-fu is weak. I'm trying to create a vector of itself i开发者_开发百科n a cumulative way. This code works but I'd like something much more elegant and automated. I have millions of rows that need to be cumulated.
a <- c(4,4,5,1,9)
a <- a[order(-a[])]
k <- a[1:length(a)]/sum(a)
w <- c(k[1],k[1]+k[2],k[1]+k[2]+k[3],k[1]+k[2]+k[3]+k[4],k[1]+k[2]+k[3]+k[4]+k[5])
w
Did you mean cumsum()
?
> a <- c(4,4,5,1,9)
> a <- a[order(-a[])] # just calling sort is shorter too
> k <- a[1:length(a)]/sum(a) # long way
> k
[1] 0.391304 0.217391 0.173913 0.173913 0.043478
> k <- a/sum(a) # same, but shorter
> k
[1] 0.391304 0.217391 0.173913 0.173913 0.043478
> ck <- cumsum(k)
> ck
[1] 0.39130 0.60870 0.78261 0.95652 1.00000
>
Edit I overlooked another simplification:
> a <- c(4,4,5,1,9)
> ck <- cumsum( sort(a, decr=TRUE) / sum(as) )
> ck
[1] 0.39130 0.60870 0.78261 0.95652 1.00000
>
You want sort()
here rather than order()
coupled with indexing.
Bing is my friend...I found the cumsum() function.
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