A comprehensive review of plus-minus ratings for evaluating individual players in team sports
References
- Awad, T. (2010a). Delta with teammate adjustments – DeltaSOT. http://www.hockeyprospectus.com/puck/article.php?articleid=454, accessed 2018-09-05.
- Awad, T. (2010b). Plus-minus and Corsi have a baby. http://www.hockeyprospectus.com/puck/article.php?articleid=436, accessed 2010-10-24.
- Barnwell, B. (2009). Receiving plus/minus, part I. https://www.footballoutsiders.com/stat-analysis/2009/receiving-plusminus-part-i, accessed 2018-09-19.
- Bohrmann, F. (2011). Problems with an adjusted plus minus metric in football. http://www.soccerstatistically.com/blog/2011/12/28/problems-with-an-adjusted-plusminus-metric-in-football.html, accessed 2018-09-13.
- Constantinou, A. & Fenton N. (2013). Determining the level of ability of football teams by dynamic ratings based on the relative discrepancies in scores between adversaries. Journal of Quantitative Analysis in Sports, 9, 37–50.10.1515/jqas-2012-0036
- Deshpande, S. & Jensen, S. (2016). Estimating an NBA player’s impact on his team’s chances of winning. Journal of Quantitative Analysis in Sports, 12, 51–72.10.1515/jqas-2015-0027
- Elo, A. (1978). The Rating of Chessplayers, Past and Present. New York: Arco Publishing.
- Engelmann, J. (2011). A new player evaluation technique for players of the National Basketball Association (NBA). Proceedings of the MIT Sloan Sports Analytics Conference.
- Engelmann, J. (2017). Possession-based player performance analysis in basketball (adjusted +/− and related concepts). In: Albert, J., Glickman, M., Swartz, T., & Koning, R., eds., Handbook of Statistical Methods and Analyses in Sports, Boca Raton: Chapman and Hall/CRC, 215–228.
- Fearnhead, P. & Taylor, B. (2011). On estimating the ability of NBA players. Journal of Quantitative Analysis in Sports, 7, https://doi.org/10.2202/1559-0410.1298.10.2202/1559-0410.1298
- Franks, A., D’Amour, A., Cervone, D., & Bornn, L. (2016). Meta-analytics: tools for understanding the statistical properties of sports metrics. Journal of Quantitative Analysis in Sports, 12, 151–165.10.1515/jqas-2016-0098
- Fyffe, I. & Vollman, R. (2002). Improving plus-minus. http://www.hockeythink.com/research/plusmin.html, accessed 2011-12-19.
- Gramacy, R., Jensen, S., & Taddy, M. (2013). Estimating player contribution in hockey with regularized logistic regression. Journal of Quantitative Analysis in Sports, 9, 97–111.10.1515/jqas-2012-0001
- Gramacy, R., Taddy, M., & Tian, S. (2017). Hockey performance via regularized logistic regression. In: Albert, J., Glickman, M., Swartz, T., & Koning, R., eds., Handbook of Statistical Methods and Analyses in Sports, Boca Raton: Chapman and Hall/CRC, 287–306.
- Guryashkin, I. (2012). Mayweather measures up with greats. http://www.espn.co.uk/boxing/story/_/id/7780088/floyd-mayweather-jr-measuresboxing-greats, accessed 2018-09-19.
- Hamilton, H. (2014). Adjusted plus/minus in football - why it’s hard, and why it’s probably useless. http://www.soccermetrics.net/player-performance/adjusted-plusminus-deep-analysis, accessed 2018-09-13.
- Hass, Z. (2017). Division of credit modeling for team sports with an emphasis on NCAA volleyball. Ph.D. thesis, Purdue University.
- Hass, Z. & Craig, B. (2018). Exploring the potential of the plus/minus in NCAA women’s volleyball via the recovery of court presence information. Journal of Sports Analytics, 4, 285–295.10.3233/JSA-180217
- Hvattum, L. & Arntzen, H. (2010). Using ELO ratings for match result prediction in association football. International Journal of Forecasting, 26, 460–470.10.1016/j.ijforecast.2009.10.002
- Ilardi, S. (2007). Adjusted plus-minus: An idea whose time has come. http://www.82games.com/ilardi1.htm, accessed 2018-08-31.
- Ilardi, S. (2014). The next big thing: real plus-minus. http://www.espn.com/nba/story/_/id/10740818/introducing-real-plus-minus, accessed 2018-09-05.
- Ilardi, S. & Barzilai, A. (2008). Adjusted plus-minus ratings: new and improved for 2007-2008. http://www.82games.com/ilardi2.htm, accessed 2018-08-31.
- Kacsmar, S. (2016). 2015 passing plus-minus. https://www.footballoutsiders.com/index.php?q=stat-analysis/2016/2015-passingplus-minus, accessed 2018-09-19.
- Kharrat, T., Peña, J., & McHale, I. (2018). Plus-minus player ratings for soccer. ArXiv:1706.04943.
- Kubatko, J., Oliver, D., Pelton, K., & Rosenbaum, D. (2007). A starting point for analyzing basketball statistics. Journal of Quantitative Analysis in Sports, 3, article 1.10.2202/1559-0410.1070
- Lasek, J., Szlávik, Z., & Bhulai, S. (2013). The predictive power of ranking systems in association football. International Journal of Applied Pattern Recognition, 1, 27–46.10.1504/IJAPR.2013.052339
- Macdonald, B. (2011a). A regression-based adjusted plus-minus statistic for NHL players. Journal of Quantitative Analysis in Sports, 7.10.2202/1559-0410.1284
- Macdonald, B. (2011b). An improved adjusted plus-minus statistic for NHL players. Proceedings of the MIT Sloan Sports Analytics Conference.10.2202/1559-0410.1284
- Macdonald, B. (2012a). Adjusted plus-minus for NHL players using ridge regression with goals, shots, Fenwick, and Corsi. Journal of Quantitative Analysis in Sports, 8.10.1515/1559-0410.1447
- Macdonald, B. (2012b). An expected goals model for evaluating NHL teams and players. Proceedings of the 2012 MIT Sloan Sports Analytics Conference.
- Macdonald, B., Lennon, C., & Sturdivant, R. (2012). Evaluating NHL goalies, skaters, and teams using weighted shots. ArXiv:1205.1746.
- Matano, F., Richardson, L., Pospisil, T., Eubanks, C., & Qin, J. (2018). Augmenting adjusted plus-minus in soccer with FIFA ratings. ArXiv:1810.08032v1.
- McHale, I. & Davies, S. (2007). Statistical analysis of the FIFA world rankings. In: Koning, R. & Albert, J., eds., Statistical Thinking in Sport, Boca Raton, FL: Chapman and Hall, 77–90.10.1201/9781584888697.ch5
- McHale, I. & Forrest, D. (2005). The importance of recent scores in a forecasting model for professional golf tournaments. IMA Journal of Management Mathematics, 16, 131–140.10.1093/imaman/dpi005
- McHale, I. & Morton, A. (2011). A Bradley-Terry type model for forecasting tennis match results. International Journal of Forecasting, 27, 619–630.10.1016/j.ijforecast.2010.04.004
- McHale, I., Scarf, P., & Folker, D. (2012). On the development of a soccer player performance rating system for the English Premier League. Interfaces, 42, 339–351.10.1287/inte.1110.0589
- Okamoto, D. (2011). Stratified odds ratios for evaluating NBA players based on their plus/minus statistics. Journal of Quantitative Analysis in Sports, 7, Article 5, article 5.10.2202/1559-0410.1320
- Omidiran, D. (2011). A new look at adjusted plus/minus for basketball analysis. Proceedings of the 2011 MIT Sloan Sports Analytics Conference.
- Pantuso, G. (2017). The football team composition problem: a stochastic programming approach. Journal of Quantitative Analysis in Sports, 13, 113–129.10.1515/jqas-2017-0030
- Rathke, A. (2017). An examination of expected goals and shot efficiency in soccer. Journal of Human Sport and Exercise, 12(2proc), S514–S529.10.14198/jhse.2017.12.Proc2.05
- Rosenbaum, D. (2004). Measuring how NBA players help their teams win. http://www.82games.com/comm30.htm, accessed 2018-08-31.
- Rosenbaum, D. (2005). Defense is all about keeping the other team from scoring. http://82games.com/rosenbaum3.htm, accessed 2018-09-28.
- Sæbø, O. & Hvattum, L. (2015). Evaluating the efficiency of the association football transfer market using regression based player ratings. In: NIK: Norsk Informatikkonferanse, Bibsys Open Journal Systems, 12 pages.
- Sæbø, O. & Hvattum, L. (2019). Modelling the financial contribution of soccer players to their clubs. Journal of Sports Analytics, 5, 23–34.10.3233/JSA-170235
- Schuckers, M. & Curro, J. (2013). Total hockey rating (THoR): a comprehensive statistical rating of National Hockey League forwards and defensemen based upon all on-ice events. Proceedings of the MIT Sloan Sports Analytics Conference.
- Schuckers, M., Lock, D., Wells, C., Knickerbocker, C., & Lock, R. (2011). National Hockey League skater ratings based upon all onice events: an adjusted minus/plus probability (AMPP) approach. http://myslu.stlawu.edu/~msch/sports/LockSchuckersProbPlusMinus113010.pdf.
- Schultze, S. & Wellbrock, C. (2018). A weighted plus/minus metric for individual soccer player performance. Journal of Sports Analytics, 4, 121–131.10.3233/JSA-170225
- Sill, J. (2010). Improved NBA adjusted +/− using regularization and out-of-sample testing. Proceedings of the 2010 MIT Sloan Sports Analytics Conference.
- Sisneros, R. & Van Moer, M. (2013). Expanding plus-minus for visual and statistical analysis of NBA box-score data. In: Proceedings of IEEE Vis Workshop on Sports Data Visualization.
- Sittl, R. & Warnke, A. (2016). Competitive balance and assortative matching in the German Bundesliga. Discussion Paper No. 16-058, ZEW Centre for European Economic Research, Mannheim.10.2139/ssrn.2828090
- Smith, G. (2016). A shot quality adjusted plus-minus for the NHL. Master’s thesis, University of Toronto.
- Spagnola, N. (2013). The Complete Plus-Minus: A Case Study of The Columbus Blue Jackets. Master’s thesis, University of South Carolina.
- Stefani, R. & Pollard, R. (2007). Football rating systems for top-level competition: A critical survey. Journal of Quantitative Analysis in Sports, 3, Article 3, article 3.10.2202/1559-0410.1071
- Szymanski, S. (2000). A market test for discrimination in the English professional soccer leagues. Journal of Political Economy, 108, 590–603.10.1086/262130
- Thomas, A., Ventura, S., Jensen, S., & Ma, S. (2013). Competing process hazard function models for player ratings in ice hockey. The Annals of Applied Statistics, 7, 1497–1524.10.1214/13-AOAS646
- Tiedemann, T., Francksen, T., & Latacz-Lohmann, U. (2010). Assessing the performance of German Bundesliga football players: a non-parametric metafrontier approach. Central European Journal of Operations Research, 19, 571–587.10.1007/s10100-010-0146-7
- Vilain, J. & Kolkovsky, R. (2016). Estimating individual productivity in football. http://econ.sciences-po.fr/sites/default/files/file/jbvilain.pdf, accessed 2019-08-03.
- Warnke, A. (2017). Essays on Gender Differences in Training, Incentives and Creativity, Survey Response, and Competitive Balance and Sorting in Football. Ph.D. thesis, University of Freiburg.
- Winston, W. (2009). Mathletics. Princeton, New Jersey: Princeton University Press.
- Witus, E. (2008). Offensive and defensive adjusted plus/minus. http://www.countthebasket.com:80/blog/2008/06/03/offensive-and-defensive-adjustedplus-minus/, accessed 2009-03-31.
DOI: https://doi.org/10.2478/ijcss-2019-0001 | Journal eISSN: 1684-4769
Language: English
Page range: 1 - 23
Published on: Aug 21, 2019
Published by: International Association of Computer Science in Sport
In partnership with: Paradigm Publishing Services
Publication frequency: 2 times per year
Keywords:
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© 2019 Lars Magnus Hvattum, published by International Association of Computer Science in Sport
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.