The norm is defined as $\|A\|=\sup\{ \|A v \| : \|v\|=1\}$. I want to show it is equal to the square root of the largest eigenvalue of $A^tA$.
I do not know why it is an eigenvalue of a product of $A^tA$ not simply an eigenvalue of A. How to proceed?