Litcius/Paper detail

A contextual analysis of crossing the ball in soccer

Lucas Y. Wu, Aaron J. Danielson, Xiao-Min Hu, Tim B. Swartz

2020Journal of Quantitative Analysis in Sports16 citationsDOI

Abstract

Abstract The action of crossing the ball in soccer has a long history as an effective tactic for producing goals. Lately, the benefit of crossing the ball has come under question, and alternative strategies have been suggested. This paper utilizes player tracking data to explore crossing at a deeper level. First, we investigate the spatio-temporal conditions that lead to crossing. Then we introduce an intended target model that investigates crossing success. Finally, a contextual analysis is provided that assesses the benefits of crossing in various situations. The analysis is based on causal inference techniques and suggests that crossing remains an effective tactic in particular contexts.

Topics & Concepts

Level crossingComputer scienceInferenceBall (mathematics)Border crossingCausal inferenceArtificial intelligenceMachine learningEconometricsMathematicsEngineeringPoliticsMathematical analysisMechanical engineeringPolitical scienceLawAdvanced Causal Inference TechniquesSports Analytics and PerformanceBayesian Modeling and Causal Inference