A Semicircle Law for Derivatives of Random Polynomials

نویسندگان

چکیده

Abstract Let $x_1, \dots , x_n$ be $n$ independent and identically distributed real-valued random variables with mean zero, unit variance, finite moments of all remaining orders. We study the polynomial $p_n$ having roots at x_n$. prove that for $\ell \in \mathbb{N}$ fixed as $n \rightarrow \infty $, $(n-\ell )-$th derivative $p_n^{}$ behaves like a Hermite polynomial: $x$ in compact interval, suitable rescaling $p_n^{(n-\ell )}$ starts behaving -$th probabilists’ subject to shift. Thus, there is universality phenomenon when differentiating many times: follow Wigner semicircle distribution.

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ژورنال

عنوان ژورنال: International Mathematics Research Notices

سال: 2021

ISSN: ['1687-0247', '1073-7928']

DOI: https://doi.org/10.1093/imrn/rnaa376