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Prediction and modelling of competitive sports outcomes has received much recent attention, especially from the Bayesian statistics and machine learning communities.
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Mark E Glickman and Hal S Stern · 1998
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Prediction and retrospective analysis of soccer matches in a league
Havard Rue and Oyvind Salvesen · 2000
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Dynamic modelling and prediction of English football league matches for betting
Martin Crowder, Mark Dixon, Anthony Ledford, and Mike Robinson · 2002
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Analysis of sports data by using bivariate poisson models
Dimitris Karlis and Ioannis Ntzoufras · 2003
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MM algorithms for generalized Bradley-Terry models
David R Hunter · 2004
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The problem with the brier score
Stephen Jewson · 2004
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Estimation of (near) low-rank matrices with noise and high-dimensional scaling
Sahand Negahban and Martin J. Wainwright · 2011
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Rating systems with multiple factors, 2011
Marius Stanescu · 2011
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pi-football: A bayesian network model for forecasting association football match outcomes
Anthony C Constantinou, Norman E Fenton, and Martin Neil · 2012
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Bradley-Terry models in r: the bradleyterry2 package
David Firth and Heather L Turner · 2012
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Using bookmaker odds to predict the final result of football matches
Karol Odachowski and Jacek Grekow · 2012
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Predicting movie ratings and recommender systems: A 195-page monograph on machine learning, recommender systems, and the Netflix Prize
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Learning with matrix factorizations
Nathan Srebro · 2004
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Maximum-margin matrix factorization
Nathan Srebro, Jason Rennie, and Tommi S Jaakkola · 2004
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Regression models for forecasting goals and match results in association football
John Goddard · 2005
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Rémi Coulom · 2007
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Theory of semidefinite programming for sensor network localization
Anthony Man-Cho So and Yinyu Ye · 2007
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Bayesian modelling of football outcomes: using the Skellam’s distribution for the goal difference
Dimitris Karlis and Ioannis Ntzoufras · 2009
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Arkadiusz Paterek · 2012
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Dynamic Bradley-Terry modelling of sports tournaments
Manuela Cattelan, Cristiano Varin, and David Firth · 2013
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The predictive power of ranking systems in association football
Jan Lasek, Zoltán Szlávik, and Sandjai Bhulai · 2013
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Low-rank optimization with trace norm penalty
Bamdev Mishra, Gilles Meyer, Francis Bach, and Rodolphe Sepulchre · 2013
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Extreme values, regular variation and point processes
Sidney I Resnick · 2013
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Alpha level adjustments for multiple dependent variable analyses and their applicability – a review
Jonathan K Sinclair, Paul J Taylor, and Sarah Jane Hobbs · 2013
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Forecasting: principles and practice
Rob J Hyndman and George Athanasopoulos · 2014
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Using twitter to predict football outcomes
Stylianos Kampakis and Andreas Adamides · 2014
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Prediction and quantification of individual athletic performance
Duncan AJ Blythe and Franz J Király · 2015
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The algebraic combinatorial approach for low-rank matrix completion
Franz J Király, Louis Theran, and Ryota Tomioka · 2015
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Deep learning in neural networks: An overview
Jürgen Schmidhuber · 2015
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FIFA/Coca-Cola world ranking: Women’s ranking procedure
FIFA · 2016
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About the Premier League
The Premier League · 2016
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Introducing NFL Elo ratings
Nate Silver · 2016
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