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Learning to predict soccer results from relational data with gradient boosted trees
9 references·0 citing·35 second hop
Learning to predict soccer results from relational data with gradient boosted trees (2018)Learning to predict soccer results from r…The predictive power of ranking systems in association football (2013)The predictive power of ranki…Solving the Problem of Inadequate Scoring Rules for Assessing Probabilistic Football Forecast Models (2012)Solving the Problem of Inadeq…pi-football: A Bayesian network model for forecasting Association Football match outcomes (2012)pi-football: A Bayesian netwo…Bayesian hierarchical model for the prediction of football results (2010)Bayesian hierarchical model f…Using ELO ratings for match result prediction in association football (2009)Using ELO ratings for match r…Differentiating the Top English Premier League Football Clubs from the Rest of the Pack: Identifying the Keys to Success (2009)Differentiating the Top Engli…Odds-setters as forecasters: The case of English football (2005)Odds-setters as forecasters: …Home advantage in soccer: a review of its existence and causes (2005)Home advantage in soccer: a r…Regression models for forecasting goals and match results in association football (2004)Regression models for forecas…Forecasting methods and applications (1993)Forecasting: Methods and Applications (1999)The Economics of Football (2001)Forecasting football results and the efficiency of fixed‐odds betting (2004)Sports forecasting: a comparison of the forecast accuracy of prediction markets, betting odds and tipsters (2008)The 12th Man?: Refereeing Bias in English and German Soccer (2009)Modelling association football scores (1982)Modelling Association Football Scores and Inefficiencies in the Football Betting Market (1997)Analysis of sports data by using bivariate Poisson models (2003)Are Football Referees Really Biased and Inconsistent?: Evidence on the Incidence of Disciplinary Sanction in the English Premier League (2006)The rating of chessplayers, past and present (1978)Economic Forecast Evaluation: Profits versus the Conventional Error Measures (1991)Dolores: a model that predicts football match outcomes from all over the world (2018)A data-driven prediction approach for sports team performance and its application to National Basketball Association (2019)Artificial intelligence for team sports: a survey (2019)Vox Populi (1907)Testing the Wisdom of Crowds in the field: Transfermarkt valuations and international soccer results (2017)Predictive analysis and modelling football results using machine learning approach for English Premier League (2018)Error measures for generalizing about forecasting methods: Empirical comparisons (1992)Strictly Proper Scoring Rules, Prediction, and Estimation (2007)Profiting from an inefficient association football gambling market: Prediction, risk and uncertainty using Bayesian networks (2013)On determining probability forecasts from betting odds (2014)Team performance: the case of English Premiership football (2000)Moneyball: the art of winning an unfair game (2004)Performance evaluation of the English Premier Football League with data envelopment analysis (2006)A New Status Index Derived from Sociometric Analysis (1953)The Perron–Frobenius Theorem and the Ranking of Football Teams (1993)Parameter Estimation in Large Dynamic Paired Comparison Experiments (1999)Searching for the GOAT of tennis win prediction (2016)QUANTIFYING THE RELATION BETWEEN PERFORMANCE AND SUCCESS IN SOCCER (2017)The Home Advantage In Sport Competitions: A Literature Review (1992)Home Advantage in Sport (1999)The influence of crowd noise and experience upon refereeing decisions in football (2002)Home advantage in high-level volleyball varies according to set number. (2009)Covid-19 Has Turned Home Advantage Into Home Disadvantage in the German Soccer Bundesliga (2020)
this work references cited by second hop

References

  • 2009Using ELO ratings for match result prediction in association football288 cited
  • 2005Odds-setters as forecasters: The case of English football213 cited
  • 2004Regression models for forecasting goals and match results in association football195 cited
  • 2010Bayesian hierarchical model for the prediction of football results162 cited
  • 2012pi-football: A Bayesian network model for forecasting Association Football match outcomes150 cited
  • 2013The predictive power of ranking systems in association football133 cited
  • 2009Differentiating the Top English Premier League Football Clubs from the Rest of the Pack: Identifying the Keys to Success96 cited
  • 2012Solving the Problem of Inadequate Scoring Rules for Assessing Probabilistic Football Forecast Models89 cited
  • 2005Home advantage in soccer: a review of its existence and causes82 cited

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