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Integral Means Spectrum for the Random Riemann Zeta Function

Published 27 Mar 2026 in math.CV, math-ph, math.NT, and math.PR | (2603.26507v1)

Abstract: We study the integral means spectrum associated with the analytic function whose derivative is the so-called randomized Riemann zeta-function, introduced some time ago by Bagchi. The randomized ζζ-function, ζ<em>rand(σ+ih)ζ<em>{\mathrm{rand}}(σ+ih), is known to represent the asymptotic statistical behaviour of the random vertical shifts of the actual ζζ-function in the critical strip, $1/2 &lt;σ\leq 1, h\in \mathbb R$, and appears in a number of recent works on the asymptotic behavior of the moments and maxima of the ζζ-function on short intervals along the critical axis σ=1/2σ=1/2. Using probability and basic analytic number theory, we show that the complex integral means spectrum of the primitive of ζ</em>randζ</em>{\mathrm{rand}} is almost surely of the form conjectured 30 years ago by Kraetzer, for the so-called universal integral means spectrum of univalent functions in the disc. The Riemann ζζ-function and its random version have recently been rigorously related to the so-called Gaussian multiplicative chaos (GMC), initiated by Kahane 40 years ago. In the case of the holomorphic multiplicative chaos on the unit disc -- an important stochastic object closely related to Liouville quantum gravity on the unit circle -- we prove that the integral means spectrum of the primitive is almost surely also of the same Kraetzer form. However, we establish that neither the primitive of the random function ζrandζ_{\mathrm{rand}}, nor that of the holomorphic GMC are injective. Building on earlier work by one of the authors and Webb on the convergence of Riemann ζζ-function on the critical line to a holomorphic GMC distribution, we finally provide an alternative derivation of the integral means spectrum for the random Riemann ζζ-function.

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