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};
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