Linear trends to predict the results of the FIFA World Cup intercontinental playoffs

stats con chris
2022-04-03
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Considering linear trends, we correctly predict the results of the 2018 FIFA World Cup intercontinental playoffs. In particular, we show that Sweden would be the big surprise defeating Italy. The code was developed in Python.

Considering linear trends, we correctly predict the results of the 2018 FIFA World Cup intercontinental playoffs. In particular, we show that Sweden would be the big surprise defeating Italy. The code was developed in Python.

A summary of this article with some extra info appears in the following video:

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There are 6 matches left to set the 32 teams that qualify to the 2018 FIFA World Cup. 4 of them are played in Europe, the other two are matches between Confederations. What teams will win? Would mathematics give us a clue? To answer this, we are going to find a correlation between the FIFA ranking and the results of the intercontinental playoffs. The FIFA ranking is a mathematical model that is described in the following article: “Understanding the mathematical model FIFA ranking for the period 2006-2018,” and it allows us to define a ranking for the teams in competition. First, we will find the correlation in previous World Cups and then from the data obtained we will project the possible outcomes for the 2018 FIFA World Cup.

Table I: Intercontinental playoffs (2001).
Winner (position) Loser (position)
Uruguay
(23)
vs Australia
(48)
Ireland
(20)
vs Iran
(35)
Germany
(14)
vs Ukraine
(44)
Turkey
(34)
vs Austria
(53)
Slovenia
(44→27)
vs Romania
(14→15)
Belgium
(30→33)
vs Czech Republic
(7→10)

In Table I, the position is set based on the FIFA ranking. As we can see, Uruguay, Ireland, Germany and Turkey qualified to the World Cup, defeating teams that were below them in the ranking. Slovenia and Belgium were the surprises, defeating teams that were better positioned in the ranking. For the latter two matches, we show in parentheses the evolution of the teams in the ranking. For example, Slovenia reached its final match against Romania improving its position from 44th to 27th. These results allow us to conclude that in 4 out of 6 games the best positioned in the ranking won, while in 2 out of 6 there were surprises.

Table II: Intercontinental playoffs (2005).
Winner (position) Loser (position)
Spain
(8)
vs Slovakia
(45)
Czech Republic
(3)
vs Norway
(37)
T. and Tobago
(53)
vs Bahrein
(55)
Australia
(57→54)
vs Uruguay
(25→17)
Switzerland
(42→38)
vs Turkey
(12→11)

In Table II, the position is set based on the FIFA ranking. As we can see, Spain, Czech Republic, and Trinidad and Tobago qualified to the World Cup, defeating teams that were below them in the ranking. Australia and Switzerland were the surprises, defeating teams that were better positioned in the ranking. For the latter two matches, we show in parentheses the evolution of the teams in the ranking. For example, Switzerland reached its final match against Turkey improving its position from 42nd to 38th. These results allow us to conclude that in 3 out of 5 games the best positioned in the ranking won, while in 2 out of 5 there were surprises.

Table III: Intercontinental playoffs (2009).
Winner (position) Loser (position)
France
(9)
vs Ireland
(34)
Portugal
(10)
vs B. and Herzegovina
(42)
Uruguay
(25)
vs C. Rica
(43)
Greece
(16)
vs Ukraine
(22)
N. Zealand
(99→83)
vs Bahrein
(65→61)
Slovenia
(60→49)
vs Russia
(6→12)

In Table III, the position is set based on the FIFA ranking. As we can see, France, Portugal, Uruguay and Greece qualified to the World Cup, defeating teams that were below them in the ranking. New Zealand and Slovenia were the surprises, defeating teams that were better positioned in the ranking. For the latter two matches, we show in parentheses the evolution of the teams in the ranking. For example, Slovenia reached its final match against Russia improving its position from 60th to 49th. These results allow us to conclude that in 4 out of 6 games the best positioned in the ranking won, while in 2 out of 6 there were surprises.

Table IV: Intercontinental playoffs (2013).
Winner (position) Loser (position)
Portugal
(14)
vs Sweden
(25)
Croatia
(18)
vs Iceland
(46)
Greece
(15)
vs Romania
(29)
Uruguay
(6)
vs Jordan
(70)
Mexico
(24)
vs N. Zealand
(79)
France
(21)
vs Ukraine
(20)

In Table IV, the position is set based on the FIFA ranking. As we can see, Portugal, Croatia, Greece, Uruguay, and Mexico qualified to the World Cup, defeating teams that were below them in the ranking. France was the surprise, defeating Ukraine, which was better positioned in the ranking. These results allow us to conclude that in 5 out of 6 games the best positioned in the ranking won, while in 1 out of 6 there were surprises.

The results given in the upper tables allow us to conclude that the surprises are given by teams that improved in the FIFA ranking. Therefore, for the 2018 FIFA World Cup, surprises should meet the same condition. Moreover, in each World Cup there is a tendency to have at most 2 surprises in the intercontinental playoffs. With this information we proceed to analyze the results of the intercontinental playoffs for the 2018 FIFA World Cup. To determine the teams that improved in the ranking, we write down the ranking evolution in the interval January-October 2017. The teams to consider are Sweden, Denmark, Croatia, Switzerland, Australia, Peru, Italy, Ireland, Greece, Northern Ireland, Honduras and New Zealand:

Table V: FIFA ranking (2017).
Month
January 41 47 14 11 44 19 16 23 42 32 75 109
February 44 49 16 11 54 18 15 25 43 35 65 111
March 45 48 16 11 55 18 15 24 46 35 65 112
April 34 51 18 9 50 17 12 26 39 26 68 112
May 34 51 18 9 50 17 12 26 39 26 68 112
June 34 51 18 9 48 15 12 26 40 28 69 95
July 18 47 15 5 45 14 12 29 38 22 72 122
August 19 46 16 4 45 15 12 29 38 23 75 123
September 23 26 18 17 50 12 17 34 47 20 74 113
October 25 19 18 11 43 10 15 26 47 23 69 122

We then plot the data given in Table V. We fit these data to a line using the least squares method. A more advanced study of this method is given in the tutorial: "The least squares method with Despacito." This linear fit is what we call a linear trend because we are approximating a given data to a line in order to easily deduce if over time a team improved in the FIFA ranking or not. The lines with a negative slope indicate an improvement in the ranking. These calculations were developed in Python, you can download the code from my repository @Github.

Fig. 1: Linear trend of the winning teams.
Fig. 2: Linear trend of the losing teams.

In Figs. 1 and 2 we can see that the teams that have had a good evolution in the ranking throughout 2017 are Sweden, Denmark, Switzerland, Australia, Peru and Northern Ireland; therefore, it is plausible to think that they have a better chance to qualify to the World Cup. Let’s now see the matches to be played:

Tabla VI: Intercontinental playoffs (2017).
Winner (position) Loser (position)
Peru
(10)
vs N. Zealand
(122)
Australia
(43)
vs Honduras
(69)
Denmark
(19)
vs Ireland
(26)
Croatia
(18)
vs Greece
(47)
Switzerland
(11)
vs Northern Ireland
(23)
Sweden
(25)
vs Italy
(15)

Peru ranked 10th faces New Zealand ranked 122th. Considering that Peru reaches its final game with a good evolution in the FIFA ranking, then we can conclude that Peru will win its match. The same conclusion can be obtained with Australia and Denmark; therefore, these three teams will undoubtedly emerge victorious.

Three encounters remain to be analyzed. Remember that at most there must be 2 surprises, that is, in the worst case, out of the three remaining matches, only in one will the one who is best positioned in the FIFA ranking win. Although Croatia has not evolved positively in the ranking, its chances of qualifying to the World Cup are high because it finished in position 18th while its rival Greece, who also did not evolve positively, finished in position 47th. Therefore, we are going to conclude that Croatia qualifies. Therefore, surprises may only come from the matches Switzerland vs Northern Ireland and Sweden vs Italy. While Northern Ireland has improved over time, unluckily for them, Switzerland has also improved, and therefore it is more feasible to think that Switzerland will qualify. Therefore, the only surprise will be given in the Sweden vs Italy match, where Sweden has improved greatly throughout 2017, while Italy has stalled in the 15th position. Consequently, our analysis suggests that those who qualify to the World Cup will be: Peru, Australia, Switzerland, Croatia, Denmark and Sweden.

Afternote: The aforementioned teams qualified to 2018 FIFA World Cup.

Views: 1 Github,Sports

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