[R] Newbie: colSums() compared with Matlab's sum()
David Winsemius
dwinsemius at comcast.net
Thu Dec 24 04:14:34 CET 2009
On Dec 23, 2009, at 9:46 PM, Francesco Napolitano wrote:
> Hi all,
>
> I'm trying to learn R after years of Matlab's experience. Here is an
> issue I couldn't solve today.
>
> Consider the following piece of code (written by memory):
>
> for(i in 1:n){
> submat <- data[1:i,]
> C <- colSums(submat)
> }
>
In R the loop is not necessary, even confusing as you are demonstrating:
> mat <- matrix(rnorm(100), nrow=10) # 10 x 10
> colSums(mat[1:5, ]) # sums of 1st 5 rows
[1] 3.33331735 0.86672248 -3.10971483 1.23620455 -0.31887421
-0.50544837
[7] 3.13636155 0.02175862 -2.18816961 -1.31760196
> The problem is that at the first iteration, data[1:1,] reduces to a
> vector and colSums returns an error. This sounds really strange to me
> because a sum-over-columns operation should have no problem working
> with
> columns of length 1. Matlab's "sum()" works just fine in such case.
>
> The error says that I need an at least 2D array. So I try using
> matrix(data[1:i,]). Unfortunately this returns a column instead of a
> row. So I could do t(matrix(data[1:i,])), but this would transpose the
> also the sub-matrices from the 2nd iteration on. I could fix
> everything
> with some "if" but it would be really terrible code :-/.
>
> I'm sure I'm missing something because my neurons stick with Matlab
> behaviour. Can you help me to understand what's wrong with my
> reasoning?
>
> Thank you very much,
> Francesco.
>
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David Winsemius, MD
Heritage Laboratories
West Hartford, CT
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