Re: [R] Matrix indexing in a loop

From: Pontarelli, Brett <bpontar_at_amazon.com>
Date: Sat 18 Feb 2006 - 11:34:03 EST


You're right I had N and M defined outside of the function and rook and rsub were picking up on that. The following is a bit better and more cleaned up version with i-th order option:

rook = function(Y,i) {

	N = nrow(Y);
	M = ncol(Y);
	rsub = function(Z,i) {
		X = matrix(0,N,M);
		X[1:(N-i),] = X[1:(N-i),] + Z[(1+i):N,];
		X[(1+i):N,] = X[(1+i):N,] + Z[1:(N-i),];
		X[,1:(M-i)] = X[,1:(M-i)] + Z[,(1+i):M];
		X[,(1+i):M] = X[,(1+i):M] + Z[,1:(M-i)];
		return(X);
	}
	return(rsub(Y,i)/rsub(matrix(1,N,M),i));
}

Notice that the variable "i" can be passed any value even one that causes an error.

--Brett

-----Original Message-----
From: Mills, Jason [mailto:Jason.Mills@afhe.ualberta.ca] Sent: Friday, February 17, 2006 4:11 PM
To: Pontarelli, Brett
Subject: RE: [R] Matrix indexing in a loop

Hi Brett, thanks for the tip.

I tried this function on my sample matrix and got the error message "Error in rsub(fun) : object "N" not found". Your code looks like it should work, so I must be doing some wrong. I will continue to experiment.

As for the neighbor pattern, the convention follows the rules of chess. I would consider a 2nd order rook case to include only 4 elements:

a[i-2,j]
a[i+2,j]
a[i,j-2]
a[i,j+2]

Even 3rd order Rook would still only include 4 elements. As another example, a Queen neighborhood includes 8 elements, independent of the lag order.

I haven't started using 3D arrays yet. I am attempting spatio-temporal analysis and I have thought about representing my landscape (two dimensions) over time (the third dimension). For now, I'm trying to get a handle on working in two dimensions.

Thanks.

Jason

-----Original Message-----
From: Pontarelli, Brett [mailto:bpontar@amazon.com] Sent: Friday, February 17, 2006 4:04 PM
To: Mills, Jason; r-help@stat.math.ethz.ch Subject: RE: [R] Matrix indexing in a loop

Do you have to use a loop? The following function should do what you want for the 1st order:

rook = function(Y) {

	rsub = function(Z) {
		X = matrix(0,nrow(Z),ncol(Z));
		X[1:(N-1),1:M] = X[1:(N-1),1:M] + Z[2:N,1:M];
		X[2:N,1:M] = X[2:N,1:M] + Z[1:(N-1),1:M];
		X[1:N,1:(M-1)] = X[1:N,1:(M-1)] + Z[1:N,2:M];
		X[1:N,2:M] = X[1:N,2:M] + Z[1:N,1:(M-1)];
		return(X);
	}
	return(rsub(Y)/rsub(matrix(1,nrow(Y),ncol(Y))));
}

I'm not sure I understand how the higher orders work. For example, an interior element for the 1st order is always divided by 4. Is an interior element for a 3rd order divided by 4 or 8 or something else? Also, how are you implementing your 3D matrices?

--Brett

-----Original Message-----
From: r-help-bounces@stat.math.ethz.ch
[mailto:r-help-bounces@stat.math.ethz.ch] On Behalf Of Mills, Jason
Sent: Friday, February 17, 2006 1:36 PM
To: r-help@stat.math.ethz.ch
Subject: [R] Matrix indexing in a loop

How do you specify matrix location a[i,j] (or a[i-1,j], etc.) in a "for" loop?

I am looking for a flexible method of indexing neighbors over a series of lags (1,2,3...) and I may wish to extend this method to 3D arrays.

Example:

Data matrix
> fun

     [,1] [,2] [,3]
[1,] 1 5 9
[2,] 2 6 10
[3,] 3 7 11
[4,] 4 8 12

For each element a[i,j] in "fun", sum the 1st order (Rook's) neighbors:

a[i-1,j]

a[i+1,j]

a[i,j-1]

a[i,j+1]

Then divide by the number of elements included as neighbors-- this number depends on the location of a[i,j] in the matrix.

Insert the product of the neighbor calculation for each a[i,j] into the corresponding position b[i,j] in an empty matrix with the same dimensions as "fun".

For example, element [2,2] in "fun" should yield element [2,2] in a new matrix equal to 24/4=6. Of course, element [1,1] in the new matrix should be the product of only two numbers.

Thanks

J. Mills

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R-help@stat.math.ethz.ch mailing list
https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide! http://www.R-project.org/posting-guide.html Received on Sat Feb 18 11:39:30 2006

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