Limit Theorems for Descents and Inversions of Shelf-Shuffles

We prove central limit theorems for the number of descents and the number of inversions after a shelf-shuffle. In particular, we bound the convergence rate for the number of inversions independently of the number of shelves. Along the way, we determine the mean and variance for the number of inversions after a shelf shuffle, which was also an open problem. We also suggest ways to extend our results to biased shelf-shuffles.

Publication Details

Journal
ArXiv.org
Published
2025-09-30
Primary Topic
Job Satisfaction and Organizational Behavior
Type
article
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article

Limit Theorems for Descents and Inversions of Shelf-Shuffles

ArXiv.org
Job Satisfaction and Organizational Behavior
article

Limit Theorems for Descents and Inversions of Shelf-Shuffles

article en

Abstract

We prove central limit theorems for the number of descents and the number of inversions after a shelf-shuffle. In particular, we bound the convergence rate for the number of inversions independently of the number of shelves. Along the way, we determine the mean and variance for the number of inversions after a shelf shuffle, which was also an open problem. We also suggest ways to extend our results to biased shelf-shuffles.

ArXiv.org
Openalex Percentile: Top 39%
Job Satisfaction and Organizational Behavior
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Limit Theorems for Descents and Inversions of Shelf-Shuffles · ArXiv.org (2025) | TGRS Research Map | TGRS