High-dimensional linear regression inference via ${\ell }^2$ weak convergence

Kou Fujimori, Koji Tsukuda

We prove weak convergence in a separable Hilbert space for estimators of high-dimensional regression coefficients, which yields asymptotic normality and enables direct use of stand…