[R] place values into a matrix efficiently?
Carl Witthoft
carl at witthoft.com
Sun Nov 20 17:05:37 CET 2011
Excellent. That's what I was looking for.
Thanks, Rolf.
Carl
On 11/19/11 11:16 PM, Rolf Turner wrote:
> On 20/11/11 16:27, Carl Witthoft wrote:
>> This question attacked me as I was thinking about matrix value updates.
>>
>> I probably will never need to do this, but wanted to ask if there are
>> efficient methods to perform the for-loop in the following sequence.
>>
>> %xymat<-matrix(rep(0,100) nr=10,nc=10) # empty matrix
>> %x<-1:10
>> %y<-sample.int(10,10,rep=T)
>>
>> %for (j in 1:10) xymat[x[j],y[j]] <- some_function(x[j],y[j]) #to
>> create either false-color or 3D map .
>> plot(0:1,0:1,t='n')
>> % rasterImage(xymat/max(xymat),0,0,1,1,interp=F)
>>
>> This will produce a raster image of the original data(x vs y) that
>> looks like plot(x,y) .
>>
>> Anyway, I just seem to be blanking: is there some vectorized way to
>> place values, or even a constant value, into all elements of xymat
>> whose row,col coordinates match ordered pairs in x and y ?
>
> Yes. Use ``xymat[m]'' where m is a 2-column matrix of row and column
> indices.
>
> E.g.:
>
> xymat <- matrix(0,nrow=10,ncol=10)
> x <- 1:10
> y <- sample.int(10,10,rep=TRUE)
> set.seed(42)
> for (j in 1:10) xymat[x[j],y[j]] <- runif(1)
>
> gorp <- matrix(0,nrow=10,ncol=10)
> set.seed(42)
> gorp[cbind(x,y)] <- runif(10)
> all.equal(xymat,gorp) # TRUE!!!
>
> cheers,
>
> Rolf Turner
>
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