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$$r(A)=r(A^T)=r(A^TA)=r(AA^T),$$

where $r(A)$ denotes the rank of the matrix $A$. Then how to prove this result?

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Define a$2\times2$ matrix $\begin{bmatrix}a&b\\c&d\\ \end{bmatrix}$ and cheak it.

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