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math.ST2026

High-dimensional linear regression inference via 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…