How to create idempotent matrix in sas/IML
Any idempotent matrix?
Moved this thread to the IML Forum.
One way to generate an idempotent matrix is to use the formula:
M=I-(1/n)*ii`
where I is the identity matrix, n is the number of rows, and i is a column vector of 1s of dimension n.
This matrix is by definition orthogonal so that the rows are independent.
I have included an example below of how this can be done in IML.
proc iml;
n=5;
i=j(n,1,1);
M=i(5)-((1/n)*i*i`);
m2=m*m;*check for idempotency;
print m m2;
quit;
To create a matrix in SAS/IML, use curly brackets to begin/end the matrix. Use spaces to separate columns and use commas to indicate a new row. For example:
proc iml;
A = { 1 0,
0 1};
If your question is answered, please mark an answer as "Accepted" and mark the question as "Resolved." Otherwise, please let us know what additional information you need.
It's finally time to hack! Remember to visit the SAS Hacker's Hub regularly for news and updates.