Forecasting football matches by predicting match statistics
نویسندگان
چکیده
This paper considers the use of observed and predicted match statistics as inputs to forecasts for outcomes football matches. It is shown that, were it possible know in advance, highly informative outcome could be made. Whilst, practice, are clearly never available prior match, this leads a simple philosophy. If can pre-match, if those predictions accurate enough, follows that Two approaches prediction demonstrated: Generalised Attacking Performance (GAP) ratings set based on Bivariate Poisson model which named (BA) ratings. both provide suitable methodology predicting advance they enough information beyond reflected odds. A long term robust gambling profit demonstrated when combined with two betting strategies.
منابع مشابه
pi-football: A Bayesian network model for forecasting Association Football match outcomes
A Bayesian network is a graphical probabilistic belief network that represents the conditional dependencies among uncertain variables, which can be both objective and subjective. We present a Bayesian network model for forecasting Association Football matches in which the subjective variables represent the factors that are important for prediction but which historical data fails to capture. The...
متن کاملFootball Match Officials Do Not Attain Maximal Sprinting Speed during Matches
The aims of this study were, first, to analyse the differences between referees and assistant referees in 20and 30-metre straight line sprinting test performance and in the maximum speeds registered in football matches; and, second, to analyse the differences between the maximum speeds registered in matches and in the straight line sprinting test. Twenty referees from the Spanish Third Football...
متن کاملRanking World Cup 2014 Football Matches by Data Envelopment Analysis Models with Common Weights
Football is one of the most popular and exciting sports fields throughout the world. Today, in addition to the result, the number of goals and points, attraction and quality of the played matches are important for club management staff, coaching staff, the players and especially the fans. Beside number of goals, there are different criteria such as successful passes, attacks, defenses, tackles ...
متن کاملGeneralised linear model for football matches prediction
This paper presents the method we used in the prediction challenge organised by the Sports Analytics Lab of the KU Leuven for the European football(soccer) championship. We built a generalised linear model to predict the score of a match. This score was modelled as the joint probability of a Poisson distribution, representing the total number of goals, and a binomial distribution, representing ...
متن کاملPredicting the Match Outcome in One Day International Cricket Matches, while the Game is in Progress.
Millions of dollars are wagered on the outcome of one day international (ODI) cricket matches, with a large percentage of bets occurring after the game has commenced. Using match information gathered from all 2200 ODI matches played prior to January 2005, a range of variables that could independently explain statistically significant proportions of variation associated with the predicted run to...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of sports analytics
سال: 2021
ISSN: ['2215-0218', '2215-020X']
DOI: https://doi.org/10.3233/jsa-200462