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<Regressed Passing Percentage Analysis>
The report analyzes the difference between actual and regressed completed passing percentages in soccer using regression to the mean.
<Poisson Bradley-Terry
Match Prediction>
The report describes how the prediction of the 24-25 fixtures of the Premier League and Women's Super League using the Poisson Bradley-Terry model.
<Possession Metrics and xG Relationship Analysis>
The report analyzes the relationship between passing, possession, and xG, analyzing the contribution of passing to scoring goals using regression analysis and the Markov chain.
<Creating xG Model>
The report uses shot-level data to estimate xG, introducing contextual features such as defensive pressure and aerial state to the baseline logistic regression model.
<Markov Chain Goal Probability Analysis>
The report utilizes a Markov chain model to estimate goal probability contribution for the 2022 FIFA World Cup by analyzing game state transitions and player actions.
<USL Championship -
Correlation Analysis>
The report analyzes the relationships between revenues and expenses along with performance metrics for the 2022 season of USL Championship.