Concentration of Gaussian random matrices

163 Views Asked by At

I know that if $X$ be a random matrix distributed as $N(0,I_n)$, then $\frac{1}{n}X^TX$ is concentrated around the identity matrix. Does any body know the probability of $P(||\frac{1}{n}X^TX-I||<\delta)$?