Probabilistic Analysis of Various Squash Shots and Skill Study of Different Levels of Squash Players and Teams

2025/12/01 by Prathamesh Anwekar, Anwekar, Prathamesh, Kaushal Kirpekar +5
Economics, Econometrics and Finance · Medicine · Engineering · #Sports Analytics and Performance #Sports Performance and Training #Sports Dynamics and Biomechanics

paper · pdf · doi:10.48550/arxiv.2512.02210

Abstract

We introduce a compact probabilistic model for two-player and two-team (four-player) squash matches, along with a practical skill-comparison rule derived from point-scoring probabilities. Using recorded shot types and court locations, we analyze how shot distributions differ between professional-level and intermediate-level players. Our analysis shows that professional players use a wider variety of shots and favor backcourt play to maintain control, while intermediate players concentrate more on mid-court shots, generate more errors, and exercise less positional control. These results quantify strategic differences in squash, offer a simple method to compare player and team skill, and provide actionable insights for sports analytics and coaching.

Related

• How Hard Is Squash? -- Towards Information Theoretic Analysis of Motor Behavior in Squash
• A Bayesian analysis of home advantage in professional squash
• Stated, Realized, and Optimal Aiming Strategies for the Tennis Serve: Experimental Evidence from Collegiate Athletes
• Should Sports Professionals Consider Their Adversary's Strategy? A Case Study of Match Play in Golf
• An Empirical Bayes Approach for Estimating Skill Models for Professional Darts Players