Can statistics demonstrate a home advantage in the Olympic .ppt

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1、Can statistics demonstrate a home advantage in the Olympic games?,Stephen R Clarke,Home advantage in the Olympic Games,This presentation is based on the paper: Clarke, S. R. (2000). Home advantange in the Olympic games. Proceedings of the Fifth Australian conference on Mathematics and Computers in S

2、port. G. Cohen and T. Langtry. Sydney, University of Technology Sydney: 76-85.,Home Advantage,Simple study done prior to Sydney OlympicsUses only Secondary School descriptive statisticsThe results of the study gained widespread publicity with several newspaper articles, 2 television segments and alm

3、ost 20 radio interviews,Home advantage,Investigate the extent of home advantage in the Olympics All countries The number and type of medals won The percentage of available medals won Host countries Comparison of home and away performance comparison of home with expected performance mix of medals,His

4、tory of the Ancient Olympics,The ancient games began about 824 BC initially consisted of a single foot race from one end of the stadium to the other they accumulated sports such as discus, javelin, boxing and wrestling continued for 12 centuries. from 776BC they were held every four years. abolished

5、 in 394 AD.,The Modern Olympics,The Modern Olympics began in 1896 It now vies with the World Cup of soccer as the Worlds premier sporting event. . The first modern games did not allow women. They now make up 30% of the athletes. The event list has steadily grown An increasing number of medals awarde

6、d. In 1896, 122 medals including 44 gold In 2000 928 medals including 301 gold.,Venues for the Modern Olympic Games.,Table 1: Venues for the Modern Olympic Games.,80,928,Past studies,Stefani - improvement in the various sports. Condon et al - neural networks and regression to model the number of med

7、als won at the Atlanta, based on various economic variables such as area, population and length of rail road track. Sommers measures the success of nations at Atlanta per unit of population Leonard The “Home Advantage“: The Case of the Modern Olympiads,Home Advantage,The existence of HA in sport is

8、well documented Home teams win majority of the matches (60%). Causes of HA are positive effects for the home side due to ground familiarity and a partisan crowd. negative effects on the visitors mainly due to travel. Such effects are present during the Olympics - possibly to a greater extent for Aus

9、tralia,Home Advantage,Visitors have change in season and time zones Home crowd Stefani shows that in soccer HA effects increase with international travel The home country has some choice in the sports that will be offered larger teams and competes in a larger range of events than usual. boycotts red

10、uce the strength of competition.,Home Advantage,Usual causes of HA clearly apply to all athletes from the host countryResearch Question Does the home team have an advantage in the Olympic games If so, can we quantify it,Home advantage,In any analysis there are many statistical traps that await the c

11、areless The increasing number of events Increasing number of countries Changes in the general level of sports performance of particular countries Boycotts Need to ensure results cannot be attributed to other causes,Method,Compare the home performance of host countries with their away performances. S

12、imple study, uses school mathematics, yet results achieved widespread publicity Analysis done on SAS/JMP, but Excel could have been used.,Data,The final gold silver and bronze medal tallies of all countries that won a medal. Wallechinsky has details for all events up to 1984 - including 1906 Later O

13、lympics from the WWW Collected by undergraduate students - 841 observations. There were no data on the countries that competed but won no medals.,(Latest edition includes Sydney),Measure of Performance,Number of Gold? Number of Medals?,Number of gold medals won by the USA each year,The total number

14、of gold medals awarded to all countries each year,Use Percentage,Gold medals versus total for USA,Total number of medals won against number of gold medals won for Australia,Measure of performance,Less % variation in a total than individual items Use total medals rather than gold Total number of meda

15、ls awarded has steadily increased Use % of total medals won as the measure of a countries performance,Percentage of total medals won by the USA,Outlier?,Percentage of total medals won by Australia,Percentage of total medals won by Japan,Percentage of total medals won,Of the 17 countries to host the

16、games 14 have won their greatest ever percentage of available medals at home Exceptions Finland Canada Italy,Percentage of available medals won by host countries at home and away,Median,But?,Are there other effects Boycotts? Have times changes? Averages (medians) over 100 years? Countries interested

17、 in sport Get better at sport Bid for host city,Percentage of available medals won at home and away by host countries at Olympic games 1960-1976, 1988-1996.,Comparison of percentage of available medals won by host countries at home and in the Olympics before and after home games.,Percentage of total

18、 medals won by Australia,Comparison of percentage of available medals won by host countries at home and in the Olympics before and after home games.,11.8,1.0,Percentage of gold medals won by host countries,Percentage of gold medals won by host countries,Original Conclusion,Large random element in th

19、e performance of countries in the Olympic games. Percentage of available medals won is a better measure of a performance than the number of gold The home team wins more medals than expected on adjacent games performance (1.5 times?) The home team usually wins a richer mix of medals (more gold) than

20、when away.,But?,Is HA decreasing with time? Does it depend on other factors the hemisphere of the host nation. success rate of country team or individual sport the actual event Press only wanted prediction of Australian medal tally,How many medals for Australia in Sydney?,Science becomes guesswork A

21、t its last home Olympics, Australia gained 7.6% of available medals, twice the percentage they achieved in the games immediately before and after Melbourne. However the isolation of Melbourne in 1956 resulted in a low number of athletes attending, and the games were also weakened by two boycotts In

22、Sydney Australia was coming off a strong performance in Atlanta of nearly 5% so to expect a repeat performance of their last home games effort might be optimistic.,How many medals for Australia in Sydney?,There is also strong evidence that the mix of medals is richer for the home teams, so Australia

23、 can expect to win a proportion of the gold medals greater than both their long term average of 30% and the actual percentage available at Sydney. In making predictions there is always the effect of randomness. Canada, a country similar to Australia , won no gold medals at the Montreal games.,Predic

24、tion,5% of 910 medals = 46 7% of 910 medals = 64 9% of 910 medals = 82 (record 41 in Atlanta)33% of 46 = 15 gold 33% of 64 = 21 gold (record 13 in Melbourne),Prediction,Conclusion,Simple statistical analyses can provide reasonable estimates. Many other variables could be taken into account in predicting medal tallies. Randomness means accuracy as much a result of good luck as good planning,Conclusion,Athens?Beijing?Over to you, or your students,Statistics can demonstrate a Home advantage in the Olympic games,Stephen R Clarke,