Journal ArticleDOI
On the Characteristic Polynomial of a Random Unitary Matrix
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TLDR
In this paper, a range of fluctuation and large deviations results for the logarithm of the characteristic polynomial Z of a random N×N unitary matrix are presented.Abstract:
We present a range of fluctuation and large deviations results for the logarithm of the characteristic polynomial Z of a random N×N unitary matrix, as N→∞ First we show that \(\), evaluated at a finite set of distinct points, is asymptotically a collection of iid complex normal random variables This leads to a refinement of a recent central limit theorem due to Keating and Snaith, and also explains the covariance structure of the eigenvalue counting function Next we obtain a central limit theorem for ln Z in a Sobolev space of generalised functions on the unit circle In this limiting regime, lower-order terms which reflect the global covariance structure are no longer negligible and feature in the covariance structure of the limiting Gaussian measure Large deviations results for ln Z/A, evaluated at a finite set of distinct points, can be obtained for \(\) For higher-order scalings we obtain large deviations results for ln Z/A evaluated at a single point There is a phase transition at A= ln N (which only applies to negative deviations of the real part) reflecting a switch from global to local conspiracyread more
Citations
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Journal ArticleDOI
Random Matrix Theory and ζ(1/2+it)
Jon P Keating,Nina C Snaith +1 more
TL;DR: In this article, the authors studied the characteristic polynomials Z(U, θ) of matrices U in the Circular Unitary Ensemble (CUE) of Random Matrix Theory and derived exact expressions for any matrix size N for the moments of |Z| and Z/Z*, and from these they obtained the asymptotics of the value distributions and cumulants of real and imaginary parts of log Z as N→∞.
Book
Linear functionals of eigenvalues of random matrices
Persi Diaconis,Steven N. Evans +1 more
TL;DR: In this paper, a general criterion is given for linear combinations of traces of powers of a random n×n unitary matrix to converge to a Gaussian limit as n → ∞.
Journal ArticleDOI
Fluctuations of eigenvalues and second order Poincaré inequalities
TL;DR: Second-order Poincare inequalities (SOPE inequalities) as discussed by the authors were introduced to derive gaussian central limit theorems for Gaussian Toeplitz matrices.
Journal ArticleDOI
Freezing transition, characteristic polynomials of random matrices, and the Riemann zeta function.
TL;DR: It is argued that the freezing transition scenario, previously explored in the statistical mechanics of 1/f-noise random energy models, also determines the value distribution of the maximum of the modulus of the characteristic polynomials of large N×N random unitary matrices.
Journal ArticleDOI
Autocorrelation of ratios of $L$-functions
TL;DR: In this article, a new heuristic for all of the main terms in the quotient of products of L-functions averaged over a family is given. But the conjectures generalize the recent conjectures for mean values of L -functions.
References
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Journal ArticleDOI
Handbook of Mathematical Functions
Book
Continuous martingales and Brownian motion
Daniel Revuz,Marc Yor +1 more
TL;DR: In this article, the authors present a comprehensive survey of the literature on limit theorems in distribution in function spaces, including Girsanov's Theorem, Bessel Processes, and Ray-Knight Theorem.
Book
Large Deviations Techniques and Applications
Amir Dembo,Ofer Zeitouni +1 more
TL;DR: The LDP for Abstract Empirical Measures and applications-The Finite Dimensional Case and Applications of Empirically Measures LDP are presented.
Book
The Theory of the Riemann Zeta-Function
TL;DR: The Riemann zeta-function embodies both additive and multiplicative structures in a single function, making it one of the most important tools in the study of prime numbers as mentioned in this paper.