On the convergence rate of pair correlations

Abstract In this note, we propose to study the rate at which the weak pair correlation statistic with parameter $$0 &lt; \alpha \le 1$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mn>0</mml:mn> <mml:mo>&lt;</mml:mo> <mml:mi>α</mml:mi> <mml:mo>≤</mml:mo> <mml:mn>1</mml:mn> </mml:mrow> </mml:math> converges to its limit in the Poissonian case. As an application we show that if $$(x_n)_{n \in \mathbb {N}}$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub> <mml:mrow> <mml:mo>(</mml:mo> <mml:msub> <mml:mi>x</mml:mi> <mml:mi>n</mml:mi> </mml:msub> <mml:mo>)</mml:mo> </mml:mrow> <mml:mrow> <mml:mi>n</mml:mi> <mml:mo>∈</mml:mo> <mml:mi>N</mml:mi> </mml:mrow> </mml:msub> </mml:math> has weak $$\alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>α</mml:mi> </mml:math> -Poissonian pair correlations and the rate of convergence is locally uniform of order $$cN^{-\kappa }$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>c</mml:mi> <mml:msup> <mml:mi>N</mml:mi> <mml:mrow> <mml:mo>-</mml:mo> <mml:mi>κ</mml:mi> </mml:mrow> </mml:msup> </mml:mrow> </mml:math> , then it also has weak $$\beta $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>β</mml:mi> </mml:math> -Poissonian pair correlations for some $$\beta &gt; \alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>β</mml:mi> <mml:mo>&gt;</mml:mo> <mml:mi>α</mml:mi> </mml:mrow> </mml:math> depending on $$\kappa $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>κ</mml:mi> </mml:math> . This may be regarded as a partial converse of the well-known fact that $$\beta $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>β</mml:mi> </mml:math> -Poissonian pair correlations imply $$\alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>α</mml:mi> </mml:math> -Poissonian pair correlations if $$\beta &gt; \alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>β</mml:mi> <mml:mo>&gt;</mml:mo> <mml:mi>α</mml:mi> </mml:mrow> </mml:math> .

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Journal
Ricerche di Matematica
Published
2026-01-04
DOI
https://doi.org/10.1007/s11587-025-01045-w
Primary Topic
Random Matrices and Applications
Type
article
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article

On the convergence rate of pair correlations

Christian Weiss
Ricerche di Matematica
Random Matrices and Applications
article

On the convergence rate of pair correlations

Christian Weiss
article en

Abstract

Abstract In this note, we propose to study the rate at which the weak pair correlation statistic with parameter $$0 &lt; \alpha \le 1$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mn>0</mml:mn> <mml:mo>&lt;</mml:mo> <mml:mi>α</mml:mi> <mml:mo>≤</mml:mo> <mml:mn>1</mml:mn> </mml:mrow> </mml:math> converges to its limit in the Poissonian case. As an application we show that if $$(x_n)_{n \in \mathbb {N}}$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub> <mml:mrow> <mml:mo>(</mml:mo> <mml:msub> <mml:mi>x</mml:mi> <mml:mi>n</mml:mi> </mml:msub> <mml:mo>)</mml:mo> </mml:mrow> <mml:mrow> <mml:mi>n</mml:mi> <mml:mo>∈</mml:mo> <mml:mi>N</mml:mi> </mml:mrow> </mml:msub> </mml:math> has weak $$\alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>α</mml:mi> </mml:math> -Poissonian pair correlations and the rate of convergence is locally uniform of order $$cN^{-\kappa }$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>c</mml:mi> <mml:msup> <mml:mi>N</mml:mi> <mml:mrow> <mml:mo>-</mml:mo> <mml:mi>κ</mml:mi> </mml:mrow> </mml:msup> </mml:mrow> </mml:math> , then it also has weak $$\beta $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>β</mml:mi> </mml:math> -Poissonian pair correlations for some $$\beta &gt; \alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>β</mml:mi> <mml:mo>&gt;</mml:mo> <mml:mi>α</mml:mi> </mml:mrow> </mml:math> depending on $$\kappa $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>κ</mml:mi> </mml:math> . This may be regarded as a partial converse of the well-known fact that $$\beta $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>β</mml:mi> </mml:math> -Poissonian pair correlations imply $$\alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>α</mml:mi> </mml:math> -Poissonian pair correlations if $$\beta &gt; \alpha $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>β</mml:mi> <mml:mo>&gt;</mml:mo> <mml:mi>α</mml:mi> </mml:mrow> </mml:math> .

Ricerche di Matematica
Ruhr West University of Applied Sciences (DE)
Openalex Percentile: Top 98%
Random Matrices and Applications
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On the convergence rate of pair correlations — Christian Weiss · Ricerche di Matematica (2026) | TGRS Research Map | TGRS