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I have no idea how to even approach this problem. I am not necessarily wanting the whole solution but can someone point me in the right direction?

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    All you need is the definition, the rank property and the fact that for a non-singular matrix $B$ we have $y=Bx\ne 0$ iff $x\ne 0$. – A.Γ. Sep 06 '15 at 00:18
  • Brilliant! The fact that you reminded me that $Bx \neq 0$ if $x \neq 0 $ is a property of a non-singular matrix B, nudged me in the right direction. Additionally, if a matrix $C$ is non-singular then $C^T$ is also non-singular and vice-versa. These are the things needed to solve this proof. – Jan Izak Cornelius Vermaak Sep 07 '15 at 17:45

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