A number r is said to be the rank of a an "m x n" marix if
i) every square sub matrix of it of order (r+1) or more is singular, and
ii) there exists at least on square matrix of order r which is non-singular.
In other words, the rank of a m x n matrix is the order of the highest order non-singular square submatrix of it.
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