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Research Article | Open Access

Non-uniform bounds in normal approximation for descent and inversion

Natthapol Dejtrakulwongse1Kritsana Neammanee1,2Suporn Jongpreechaharn1,2( )
Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand
Center of Excellence in Mathematics, Ministry of Higher Education, Science, Research and Innovation, National University of Sciences, Bangkok 10400, Thailand
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Abstract

The statistics defined on symmetric permutation groups, particularly descent and inversion, have been extensively investigated due to their wide-ranging applications in areas such as card shuffling and sorting algorithms. Descent and inversion were shown to satisfy the central limit theorem by Tanny (1973) and Bender (1973), respectively. Since then, many mathematicians studied the error bounds associated with these approximations. Uniform bounds were first established by Fulman in 2004, while Chuntee and Neammanee (2013) and Sumritnorrapong et al. (2018) derived the non-uniform bounds. The latest work of non-uniform bounds from Sumritnorrapong et al. (2018) was not practical since their main theorems are valid for large n and z ( n 7.07 × 10 6 and | z | 8 3 for descent and n 1.9 × 10 8 and | z | 24 for inversion). In this paper, we extended the theorem to hold for arbitrary n N and z R . Moreover, our constants were sharper than previously seen. The approach in this work was done by combining Stein's method with the exchangeable pair technique.

CLC number: 60C05, 60F05

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AIMS Mathematics
Pages 3903-3919

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Cite this article:
Dejtrakulwongse N, Neammanee K, Jongpreechaharn S. Non-uniform bounds in normal approximation for descent and inversion. AIMS Mathematics, 2026, 11(2): 3903-3919. https://doi.org/10.3934/math.2026157

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Received: 14 October 2025
Revised: 21 January 2026
Accepted: 29 January 2026
Published: 09 February 2026
©2026 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)