Singular value decomposition of a 4×5 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
.
See also: