[R] Unexpected behavior of apply() over a 3d array
David Barron
mothsailor at googlemail.com
Wed Sep 20 21:53:43 CEST 2006
It's definitely not random! Try apply(at,3,I) to see what the
marginal table is that max operates on, and you'll see where your
result comes from.
On 20/09/06, Toby Muhlhofer <toby.m at mail.utexas.edu> wrote:
> Dear listeRs,
>
> I'm finding that apply() behaves strangely when used on a 3-d array. For
> example:
>
> > at <- array(1:27,dim=c(3,3,3))
> > at
> , , 1
>
> [,1] [,2] [,3]
> [1,] 1 4 7
> [2,] 2 5 8
> [3,] 3 6 9
>
> , , 2
>
> [,1] [,2] [,3]
> [1,] 10 13 16
> [2,] 11 14 17
> [3,] 12 15 18
>
> , , 3
>
> [,1] [,2] [,3]
> [1,] 19 22 25
> [2,] 20 23 26
> [3,] 21 24 27
>
> > apply(at, 1, max)
> [1] 25 26 27
>
> If, for the MARGIN argument in apply() 1 is rows, I would have expected
> as output a 3x3 matrix something like
>
> 7 16 25
> 8 17 16
> 9 18 27
>
> Either that, or maybe the transpose of that, but a single vector seems
> rather random. Especially when you go
>
> > apply(at, 3, max)
> [1] 9 18 27
>
> What is that the max of? Each submatrix? The diagonal? I'm confused. Can
> anyone clarify this?
>
> Besides this, is there a function that will work on a 3d array, the way
> I'm implying, or do I need to write an explicit loop that takes 2d
> slices of my 3d array?
>
> Thanks!
>
> Toby
>
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--
=================================
David Barron
Said Business School
University of Oxford
Park End Street
Oxford OX1 1HP
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