The indentity matrix is a square matrix that when multiplied by another matrix you don’t change the value of the other matrix. It’s common to abbreviate it it as just
Proof that I is a square matrix
The dimensions of
We know the identity matrix must have
We also know that the dimensions of the result matrix on the right comes from the rows of the first matrix and the columns of the second matrix.