If I have a $n\times d$ matrix $A$, can we say $rank(A) + null(A) = rank(A^T) + null(A^T)$? Also, is $rank (A) + null(A) = max(n,d)$? Thanks in advance.
2026-03-27 00:09:35.1774570175
Rank Equation for non-square Matrix
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$1$.Offcourse not. Take $A$ with $n\ne d$, then $null(A)\ne null(A^T)$, etc.
$2$. $rank(A)+null(A)=$no. of columns$=d$