Singular value decomposition of a 4 x 5 matrix
Consider the matrix
A singular value decomposition of this matrix is given by , with
Notice above that has non-zero values only in its diagonal, and can be written as
with . The rank of (which is the number of non-zero elements on the diagonal matrix ) is thus . We can check that , and .