Forecasting the Olympic medal distribution – A socioeconomic machine learning model
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DOI: 10.1016/j.techfore.2021.121314
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- Marcus Noland & Kevin Stahler, 2016.
"Asian Participation and Performance at the Olympic Games,"
Asian Economic Policy Review, Japan Center for Economic Research, vol. 11(1), pages 70-90, January.
- Noland, Marcus & Stahler, Kevin, 2015. "Asian Participation and Performance at the Olympic Games," MPRA Paper 64380, University Library of Munich, Germany.
- Eftychia Nikolaidou & Trust R. Mpofu, 2018. "Real Exchange Rate Volatility and Employment Growth in South Africa: The Case of Manufacturing," Working Papers 162, Economic Research Southern Africa.
- Vagenas, George & Vlachokyriakou, Eleni, 2012. "Olympic medals and demo-economic factors: Novel predictors, the ex-host effect, the exact role of team size, and the “population-GDP” model revisited," Sport Management Review, Elsevier, vol. 15(2), pages 211-217.
- Lee, Changyong, 2021. "A review of data analytics in technological forecasting," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
- Hammerschmidt, Jonas & Durst, Susanne & Kraus, Sascha & Puumalainen, Kaisu, 2021. "Professional football clubs and empirical evidence from the COVID-19 crisis: Time for sport entrepreneurship?," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
- Brad R. Humphreys & Bruce K. Johnson & Daniel S. Mason & John C. Whitehead, 2018. "Estimating the Value of Medal Success in the Olympic Games," Journal of Sports Economics, , vol. 19(3), pages 398-416, April.
- Christoph Schlembach & Sascha L. Schmidt & Dominik Schreyer & Linus Wunderlich, 2020. "Forecasting the Olympic medal distribution during a pandemic: a socio-economic machine learning model," Papers 2012.04378, arXiv.org, revised Jun 2021.
- Groll Andreas & Ley Cristophe & Schauberger Gunther & Van Eetvelde Hans, 2019. "A hybrid random forest to predict soccer matches in international tournaments," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 15(4), pages 271-287, December.
- Marcus Noland & Kevin Stahler, 2017. "An Old Boys Club No More," Journal of Sports Economics, , vol. 18(5), pages 506-536, June.
- Lessmann, Stefan & Sung, Ming-Chien & Johnson, Johnnie E.V., 2010. "Alternative methods of predicting competitive events: An application in horserace betting markets," International Journal of Forecasting, Elsevier, vol. 26(3), pages 518-536, July.
- Kuper, Gerard & Sterken, Elmer, 2001.
"Olympic participation and performance since 1896,"
CCSO Working Papers
200104, University of Groningen, CCSO Centre for Economic Research.
- Kuper, Gerard & Sterken, Elmer, 2003. "Olympic participation and performance since 1896," Research Report 03C19, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
- Eike Emrich & Markus Klein & Werner Pitsch & Christian Pierdzioch, 2012. "On the determinants of sporting success – A note on the Olympic Games," Economics Bulletin, AccessEcon, vol. 32(3), pages 1890-1901.
- Marcus Noland & Kevin Stahler, 2016.
"What Goes into a Medal: Women's Inclusion and Success at the Olympic Games,"
Social Science Quarterly, Southwestern Social Science Association, vol. 97(2), pages 177-196, June.
- Marcus Noland & Kevin Stahler, 2014. "What Goes into a Medal: Women's Inclusion and Success at the Olympic Games," Working Paper Series WP14-7, Peterson Institute for International Economics.
- Ferraresi, Massimiliano & Gucciardi, Gianluca, 2021. "Who chokes on a penalty kick? Social environment and individual performance during Covid-19 times," Economics Letters, Elsevier, vol. 203(C).
- Puertas, Rosa & Marti, Luisa & Guaita-Martinez, José M., 2020. "Innovation, lifestyle, policy and socioeconomic factors: An analysis of European quality of life," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
- Mostafa M. Hassan & Amir F. Atiya & Neamat El Gayar & Raafat El-Fouly, 2009. "Novel Ensemble Techniques For Regression With Missing Data," New Mathematics and Natural Computation (NMNC), World Scientific Publishing Co. Pte. Ltd., vol. 5(03), pages 635-652.
- Alasdair Brown & Dooruj Rambaccussing & J. James Reade & Giambattista Rossi, 2018. "Forecasting With Social Media: Evidence From Tweets On Soccer Matches," Economic Inquiry, Western Economic Association International, vol. 56(3), pages 1748-1763, July.
- Nicolas Scelles & Wladimir Andreff & Liliane Bonnal & Madeleine Andreff & Pascal Favard, 2020.
"Forecasting National Medal Totals at the Summer Olympic Games Reconsidered,"
Social Science Quarterly, Southwestern Social Science Association, vol. 101(2), pages 697-711, March.
- Nicolas Scelles & Wladimir Andreff & Liliane Bonnal & Madeleine Andreff & Pascal Favard, 2020. "Forecasting National Medal Totals at the Summer Olympic Games Reconsidered," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03206951, HAL.
- Nicolas Scelles & Wladimir Andreff & Liliane Bonnal & Madeleine Andreff & Pascal Favard, 2020. "Forecasting National Medal Totals at the Summer Olympic Games Reconsidered," Post-Print hal-03206951, HAL.
- Leeds Eva Marikova & Leeds Michael A., 2012. "Gold, Silver, and Bronze: Determining National Success in Men’s and Women’s Summer Olympic Events," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 232(3), pages 279-292, June.
- Hon‐Kwong Lui & Wing Suen, 2008. "Men, Money, And Medals: An Econometric Analysis Of The Olympic Games," Pacific Economic Review, Wiley Blackwell, vol. 13(1), pages 1-16, February.
- Carl Singleton & J. James Reade & Johan Rewilak & Dominik Schreyer, 2021. "How big is home advantage at the Olympic Games?," Economics Discussion Papers em-dp2021-13, Department of Economics, University of Reading.
- George Vagenas & Eleni Vlachokyriakou, 2012. "Olympic medals and demo-economic factors: Novel predictors, the ex-host effect, the exact role of team size, and the “population-GDP” model revisited," Sport Management Review, Taylor & Francis Journals, vol. 15(2), pages 211-217, April.
- Bryson, Alex & Dolton, Peter & Reade, J. James & Schreyer, Dominik & Singleton, Carl, 2021.
"Causal effects of an absent crowd on performances and refereeing decisions during Covid-19,"
Economics Letters, Elsevier, vol. 198(C).
- Alex Bryson & Peter Dolton & J. James Reade & Dominik Schreyer & Carl Singleton, 2020. "Causal effects of an absent crowd on performances and refereeing decisions during Covid-19," Economics Discussion Papers em-dp2020-18, Department of Economics, University of Reading, revised 16 Nov 2020.
- Alex Bryson & Peter Dolton & J. James Reade & Dominik Schreyer & Carl Singleton, 2020. "Causal effects of an absent crowd on performances and refereeing decisions during Covid-19," National Institute of Economic and Social Research (NIESR) Discussion Papers 524, National Institute of Economic and Social Research.
- Kankal, Murat & AkpInar, Adem & Kömürcü, Murat Ihsan & Özsahin, Talat Sükrü, 2011. "Modeling and forecasting of Turkey's energy consumption using socio-economic and demographic variables," Applied Energy, Elsevier, vol. 88(5), pages 1927-1939, May.
- Streicher, Tobias & Schmidt, Sascha L. & Schreyer, Dominik & Torgler, Benno, 2020. "Anticipated feelings and support for public mega projects: Hosting the Olympic Games," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
- Paul Blais-Morisset & Vincent Boucher & Bernard Fortin, 2017. "L’impact des dépenses publiques consacrées au sport sur les médailles olympiques," Revue économique, Presses de Sciences-Po, vol. 68(4), pages 623-642.
- Johan Rewilak, 2021. "The (non) determinants of Olympic success," Journal of Sports Economics, , vol. 22(5), pages 546-570, June.
- Liu, Ning & Chen, Zhuo & Bao, Guoxian, 2021. "Role of media coverage in mitigating COVID-19 transmission: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
- Pravin K. Trivedi & David M. Zimmer, 2014. "Success at the Summer Olympics: How Much Do Economic Factors Explain?," Econometrics, MDPI, vol. 2(4), pages 1-34, December.
- Wladimir Andreff & Madeleine Andreff & Sandrine Poupaux, 2008. "Les déterminants économiques de la performance olympique : prévision des médailles qui seront gagnées aux Jeux de Pékin," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00293906, HAL.
- Wladimir Andreff & Madeleine Andreff & Sandrine Poupaux, 2008. "Les déterminants économiques de la performance olympique : prévision des médailles qui seront gagnées aux Jeux de Pékin," Post-Print halshs-00293906, HAL.
- Moonjoong Tcha & Vitaly Pershin, 2003. "Reconsidering Performance at the Summer Olympics and Revealed Comparative Advantage," Journal of Sports Economics, , vol. 4(3), pages 216-239, August.
- Robert Hoffmann & Lee Chew Ging & Bala Ramasamy, 2002. "Public policy and olympic success," Applied Economics Letters, Taylor & Francis Journals, vol. 9(8), pages 545-548.
- John Manuel Luiz & Riyas Fadal, 2011.
"An economic analysis of sports performance in Africa,"
International Journal of Social Economics, Emerald Group Publishing Limited, vol. 38(10), pages 869-883, August.
- Eftychia Nikolaidou & Trust R. Mpofu, 2018. "Real Exchange Rate Volatility and Employment Growth in South Africa: The Case of Manufacturing," Working Papers 162, Economic Research Southern Africa.
- Modis, Theodore, 2013. "Long-term GDP forecasts and the prospects for growth," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1557-1562.
- Wang, Yichuan & Kung, LeeAnn & Byrd, Terry Anthony, 2018. "Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 3-13.
- Stekler, H.O. & Sendor, David & Verlander, Richard, 2010.
"Issues in sports forecasting,"
International Journal of Forecasting, Elsevier, vol. 26(3), pages 606-621, July.
- Herman O. Stekler & David Sendor & Richard Verlander, 2009. "Issues in Sports Forecasting," Working Papers 2009-002, The George Washington University, Department of Economics, H. O. Stekler Research Program on Forecasting.
- Tianxi Li & Elizaveta Levina & Ji Zhu, 2020. "Network cross-validation by edge sampling," Biometrika, Biometrika Trust, vol. 107(2), pages 257-276.
- Mark Baimbridge, 1998. "Outcome uncertainty in sporting competition: the Olympic Games 1896-1996," Applied Economics Letters, Taylor & Francis Journals, vol. 5(3), pages 161-164.
- Makridakis, Spyros & Hyndman, Rob J. & Petropoulos, Fotios, 2020. "Forecasting in social settings: The state of the art," International Journal of Forecasting, Elsevier, vol. 36(1), pages 15-28.
- Aaron Lowen & Robert O. Deaner & Erika Schmitt, 2016. "Guys and Gals Going for Gold," Journal of Sports Economics, , vol. 17(3), pages 260-285, April.
- Pedro Garcia‐del‐Barrio & Carlos Gomez‐Gonzalez & José Manuel Sánchez‐Santos, 2020. "Popularity and Visibility Appraisals for Computing Olympic Medal Rankings," Social Science Quarterly, Southwestern Social Science Association, vol. 101(5), pages 2137-2157, September.
- Baboota, Rahul & Kaur, Harleen, 2019. "Predictive analysis and modelling football results using machine learning approach for English Premier League," International Journal of Forecasting, Elsevier, vol. 35(2), pages 741-755.
- Modis, Theodore, 2013. "Long-Term GDP Forecasts and the Prospects for Growth," OSF Preprints aqcht, Center for Open Science.
- Chen, Shuixia & Wang, Jian-qiang & Zhang, Hong-yu, 2019. "A hybrid PSO-SVM model based on clustering algorithm for short-term atmospheric pollutant concentration forecasting," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 41-54.
- Daniel K. N. Johnson & Ayfer Ali, 2004. "A Tale of Two Seasons: Participation and Medal Counts at the Summer and Winter Olympic Games," Social Science Quarterly, Southwestern Social Science Association, vol. 85(4), pages 974-993, December.
- Andrew B. Bernard & Meghan R. Busse, 2004. "Who Wins the Olympic Games: Economic Resources and Medal Totals," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 413-417, February.
- Forrest, David & Sanz, Ismael & Tena, J.D., 2010. "Forecasting national team medal totals at the Summer Olympic Games," International Journal of Forecasting, Elsevier, vol. 26(3), pages 576-588, July.
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Keywords
Olympic games; Medals; Sports; Forecasting; Machine learning; random forest;All these keywords.
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