A Uniform Bound on the Operator Norm of Sub-Gaussian Random Matrices and Its Applications

Grigory Franguridi, Hyungsik Roger Moon

For an $N\times T$ random matrix $X(\beta )$ with weakly dependent uniformly sub-Gaussian entries $x_{it}(\beta )$ that may depend on a possibly infinite-dimensional parameter $β\in \mathbf…