[R] correlate vector & report p-value

Uwe Ligges ligges at statistik.uni-dortmund.de
Mon Dec 5 21:59:25 CET 2005


Vivien W. Chen wrote:
> Dear all,
> 
> I've been struggling with this through this weekend, I finally decided to ask
> help from you. Please let me know if there is effective way to deal with this
> problem. Thanks!
> 
> Here is the problem:
> 
> I have two matrices.
> 
> Matrix A:
> 
> a b c
> 4 5 2
> 3 2 1 
> 4 5 6 
> 
> Matrix B:
> d e f g h
> 3 4 5 2 1
> 2 3 7 8 6
> 8 5 1 3 4
> 
> I would like to correlate vector a of matrix A with with vectors d,e,f,g,h of
> matrix "B" and save the p-value in a seperate result vector. Then, I would like
> to repeat this process using vector b of matrix A. Then, I would like to do
> this for vector c of matrix A.

To get all correlation coefficients:
   cor(A, B)

Which p-value do you mean, those from cor.test?
You can get all by:
apply(A, 2, function(x)
     apply(B, 2, function(y) cor.test(x,y)$p.value))


Uwe Ligges





> Vivien W. Chen
> 
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