[R] Standard deviation for each element in a set of matrices
Phil Spector
spector at stat.berkeley.edu
Fri Dec 4 19:19:13 CET 2009
Muhammad -
Here's one way:
files = c('File1','File2','File3')
themats = lapply(files,read.table)
ans = matrix(0,3,3)
for(i in 1:3)for(j in 1:3)ans[i,j] = sd(sapply(themats,function(x)x[i,j]))
Here's another
files = c('File1','File2','File3')
themats = lapply(files,read.table)
ans = outer(1:3,1:3,Vectorize(function(i,j)sd(sapply(themats,function(x)x[i,j]))))
- Phil Spector
Statistical Computing Facility
Department of Statistics
UC Berkeley
spector at stat.berkeley.edu
On Fri, 4 Dec 2009, Muhammad Rahiz wrote:
> Hello R-users,
>
> I would like to know how to find the standard deviation for each element in a
> set of matrices.
>
> Given the following files,
>
> File1 File2 File3
> 1 1 1 4 4 4 7 7 7
> 2 2 2 5 5 5 8 8 8
> 3 3 3 6 6 6 9 9 9
>
> I want to calculate the standard deviation for every cell in the file (I'm
> using gridded data). The desired output is
>
> Output
> 3 3 3
> 3 3 3
> 3 3 3
>
>
> Thanks.
>
> Muhammad
>
> --
> Muhammad Rahiz | Doctoral Student in Regional Climate Modeling
> Climate Research Laboratory, School of Geography & the Environment
> Oxford University Centre for the Environment
> South Parks Road, Oxford, OX1 3QY, United Kingdom Tel: +44 (0)1865-285194
> Mobile: +44 (0)7854-625974
> Email: muhammad.rahiz at ouce.ox.ac.uk
>
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