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Machine Learning in Football Betting: Prediction of Match Results Based on Player Characteristics
16 references·1 citing·47 second hop
Machine Learning in Football Betting: Prediction of Match Results Based on Player Characteristics (2019)Machine Learning in Football Betting: Pre…Statistical Methods in Agriculture and Experimental Biology (2018)Statistical Methods in Agricu…Information and Efficiency: Goal Arrival in Soccer Betting (2013)Information and Efficiency: G…PAMR: Passive aggressive mean reversion strategy for portfolio selection (2012)PAMR: Passive aggressive mean…Combining expert forecasts: Can anything beat the simple average? (2012)Combining expert forecasts: C…Understanding Investor Sentiment: The Case of Soccer (2011)Understanding Investor Sentim…Prediction accuracy of different market structures — bookmakers versus a betting exchange (2010)Prediction accuracy of differ…Issues in sports forecasting (2010)Issues in sports forecastingDoes Simple Pairs Trading Still Work? (2010)Does Simple Pairs Trading Sti…Analytic solutions for optimal statistical arbitrage trading (2010)Analytic solutions for optima…Statistical Arbitrage in the U.S. Equities Market (2008)Statistical Arbitrage in the …Sports forecasting: a comparison of the forecast accuracy of prediction markets, betting odds and tipsters (2008)Sports forecasting: a compari…Sentiment in the betting market on Spanish football (2007)Sentiment in the betting mark…Pairs Trading: Performance of a Relative-Value Arbitrage Rule (2006)Pairs Trading: Performance of…Why are Gambling Markets Organised so Differently from Financial Markets? (2004)Why are Gambling Markets Orga…Prediction and Retrospective Analysis of Soccer Matches in a League (2000)Prediction and Retrospective …Improved Least Squares Football, Basketball, and Soccer Predictions (1980)Improved Least Squares Footba…Prediction of football match results with Machine Learning (2022)Prediction of football match …Anomalies: Parimutuel Betting Markets: Racetracks and Lotteries (1988)Modelling Association Football Scores and Inefficiencies in the Football Betting Market (1997)The Economics of Football (2001)Over the moon or sick as a parrot? The effects of football results on a club's share price (2011)Towards smart-data: Improving predictive accuracy in long-term football team performance (2017)Portfolio Selection (1952)Portfolio Selection: Efficient Diversification of Investments (1959)Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection (2013)Moving average reversion strategy for on-line portfolio selection (2015)“Options, Futures, and Other Derivatives” (2016)Robust Median Reversion Strategy for Online Portfolio Selection (2016)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)The Use of Knowledge in Society (1996)Forecasting sports tournaments by ratings of (prob)abilities: A comparison for the EURO 2008 (2009)Predicting wins and spread in the Premier League using a sentiment analysis of twitter (2016)How does spectator presence affect football? Home advantage remains in European top-class football matches played without spectators during the COVID-19 pandemic (2021)Noise Trader Risk in Financial Markets (1990)Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency (1993)Industry costs of equity (1997)Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500 (2016)STATISTICAL ARBITRAGE PAIRS TRADING STRATEGIES: REVIEW AND OUTLOOK (2016)The profitability of pairs trading strategies: distance, cointegration and copula methods (2016)The Combination of Forecasts (1969)Comparing Predictive Accuracy (1994)Macroeconomic Forecasting Using Diffusion Indexes (2002)Guidance on Expert Knowledge Elicitation in Food and Feed Safety Risk Assessment (2014)Machine learning advances for time series forecasting (2021)Bettors Love Skewness, Not Risk, at the Horse Track (1998)Contract Design and Self-Control: Theory and Evidence (2004)OUTCOME UNCERTAINTY AND THE COUCH POTATO AUDIENCE (2005)What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World? (2007)Using ELO ratings for match result prediction in association football (2009)Co-Integration and Error Correction: Representation, Estimation, and Testing (1987)On Persistence in Mutual Fund Performance (1997)The Risk in Hedge Fund Strategies: Theory and Evidence from Trend Followers (2001)Risks and Portfolio Decisions Involving Hedge Funds (2003)Deep learning with long short-term memory networks for financial market predictions (2017)Mean Reversion in Stock Prices: Evidence and Implications (1987)Mean reversion in stock prices (1988)Common Factors Affecting Bond Returns (1991)Forecasting football results and the efficiency of fixed‐odds betting (2004)Regression models for forecasting goals and match results in association football (2004)Predictive analysis and modelling football results using machine learning approach for English Premier League (2018)Spatial Heterogeneity and the Design of Ecological Field Experiments (1993)ExpDes: An R Package for ANOVA and Experimental Designs (2014)Digital era 4.0 (2022)
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References

  • 2006Pairs Trading: Performance of a Relative-Value Arbitrage Rule830 cited
  • 2018Statistical Methods in Agriculture and Experimental Biology800 cited
  • 2004Why are Gambling Markets Organised so Differently from Financial Markets?377 cited
  • 2008Statistical Arbitrage in the U.S. Equities Market375 cited
  • 2012Combining expert forecasts: Can anything beat the simple average?314 cited
  • 2010Does Simple Pairs Trading Still Work?243 cited
  • 2012PAMR: Passive aggressive mean reversion strategy for portfolio selection235 cited
  • 2000Prediction and Retrospective Analysis of Soccer Matches in a League207 cited
  • 2008Sports forecasting: a comparison of the forecast accuracy of prediction markets, betting odds and tipsters190 cited
  • 2007Sentiment in the betting market on Spanish football119 cited
  • 2013Information and Efficiency: Goal Arrival in Soccer Betting111 cited
  • 2010Analytic solutions for optimal statistical arbitrage trading99 cited
  • 2010Issues in sports forecasting99 cited
  • 2010Prediction accuracy of different market structures — bookmakers versus a betting exchange94 cited
  • 2011Understanding Investor Sentiment: The Case of Soccer88 cited

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  • 1980Improved Least Squares Football, Basketball, and Soccer Predictions63 cited
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    • 2022Prediction of football match results with Machine Learning48 cited