[R] colSums and rowSums with arrays - different classes and dim ?
Ernesto Jardim
ernesto at ipimar.pt
Thu Apr 21 15:54:38 CEST 2005
Prof Brian Ripley wrote:
> On Thu, 21 Apr 2005, Ernesto Jardim wrote:
>
>> I'm using colSums and rowSums to sum the first dimensions of arrays.
>> It works ok but the resulting object is different. See
>>
>>> a3d <- array(rnorm(120, mean=2), dim=c(20,6,1))
>>> dim(colSums(a3d))
>>
>> [1] 6 1
>>
>>> dim(rowSums(a3d))
>>
>> NULL
>>
>>> class(colSums(a3d))
>>
>> [1] "matrix"
>>
>>> class(rowSums(a3d))
>>
>> [1] "numeric"
>>
>> I was expecting rowSums to preserve the array class and the relevant
>> dimensions (1,20).
>>
>> The main problem is with arrays where the third dimension (or higher)
>> is > 1. colSums preserve the array but rowSums concatenate the results:
>
>
> No, it acts as documented.
>
>>> a3d <- array(rnorm(120, mean=2), dim=c(20,3,2))
>>> rowSums(a3d)
>>
>> [1] 8.894178 11.932361 15.231601 12.374629 11.823671 10.564709 9.065166
>> [8] 13.900264 13.331756 9.351242 11.989821 7.643745 9.923288 8.169997
>> [15] 12.124624 16.711742 11.414150 15.221880 12.053734 13.368988
>>
>>> colSums(a3d)
>>
>> [,1] [,2]
>> [1,] 44.80941 29.49216
>> [2,] 42.18339 39.81121
>> [3,] 39.90528 38.89010
>>
>> Is this on purpose ?
>
>
> Yes, and documented. rowSums(a3d) is a vector of length 20, by
>
> dims: Which dimensions are regarded as "rows" or "columns" to sum
> over. For 'row*', the sum or mean is over dimensions
> 'dims+1, ...'; for 'col*' it is over dimensions '1:dims'.
>
> whereas colSums(a3d) is an array of dims c(6, 1).
>
> Don't be confused by the class: there is no S3 class here.
>
Ok,
Thanks for the enlightment.
EJ
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