Group C
Favourites Colombia won against Greece climbing up from 71% to 92%. In the key match between Ivory Coast and Japan, Ivory Coast came from behind and won 2-1. It gives Ivory Coast 68% to qualify and Japan are struggling with 16% (compared with 37% prior game).
Sunday, June 15, 2014
Group D
Group D is wide open after Costa Rica upsetting Uruguay and Italy winning the rumble in the jungle against England. Italy is now the favourite in the group with 81% to go through. Costa Rica increased their chances from 20% to 53% while Uruguay fell from 60% to 23%. Uruguay and England up next where both are forced to win or they need to rely on results in other matches.
Group D is wide open after Costa Rica upsetting Uruguay and Italy winning the rumble in the jungle against England. Italy is now the favourite in the group with 81% to go through. Costa Rica increased their chances from 20% to 53% while Uruguay fell from 60% to 23%. Uruguay and England up next where both are forced to win or they need to rely on results in other matches.
Saturday, June 14, 2014
Group B
The possibly toughest group has started - and what a start. The big re-match between last cup's finalists ended with world champions floored, but remember that this is the first round, and not the knock-out round. They still have a 48% to survive the group compared with the 84% they entered the tournament with. A win against Chile in next game is more or less a necessity. The Dutch improved their chances from 62% to 93%. Likewise, Chile jumped up from 44% to 57% after their win against Australia. An interesting scenario is that Australia fly home pointless and that three contenders beat each other and finish on 6 points, in which case goal difference decide. And then having a 5-1 win in your trunk is not a disadvantage.
The possibly toughest group has started - and what a start. The big re-match between last cup's finalists ended with world champions floored, but remember that this is the first round, and not the knock-out round. They still have a 48% to survive the group compared with the 84% they entered the tournament with. A win against Chile in next game is more or less a necessity. The Dutch improved their chances from 62% to 93%. Likewise, Chile jumped up from 44% to 57% after their win against Australia. An interesting scenario is that Australia fly home pointless and that three contenders beat each other and finish on 6 points, in which case goal difference decide. And then having a 5-1 win in your trunk is not a disadvantage.
Friday, June 13, 2014
The figure below shows the estimated chances for the team in Group A to survive the group stage. The estimations are based on 1,000,000 monte carlo simulations (see below for model) given the standing at each minute. As the results in Group A were quite expected, the favourites won, not very much changed. Brazil reached above 95.5% and it seems the key game will be between Croatia and Mexico in last round.
Model
The games are simulated using a simplistic model. The probability of scoring only depends on which teams are playing. As estimate of teams' strength we use Elo ratings, which can be translated to a probability of of winning against a given opponent. Only correction is that Brazil is given 82 bonus Elo points to reflect their home ground advantage. Having the winning probability, we select scoring rates (goals per hour) that yield this probability with the condition that the geometric mean of the two rates equals unity. That mean a typical game will have three goals or slightly more if the sides are uneven. This boils down to modeling the match as two Poisson processes.
Model
The games are simulated using a simplistic model. The probability of scoring only depends on which teams are playing. As estimate of teams' strength we use Elo ratings, which can be translated to a probability of of winning against a given opponent. Only correction is that Brazil is given 82 bonus Elo points to reflect their home ground advantage. Having the winning probability, we select scoring rates (goals per hour) that yield this probability with the condition that the geometric mean of the two rates equals unity. That mean a typical game will have three goals or slightly more if the sides are uneven. This boils down to modeling the match as two Poisson processes.
Sunday, December 8, 2013
World Cup After Finals Draw
My apologies. I did not predict that FIFA would change the rules and not put France in a special pot as Serbia and Montenegro was 2006. I did not take into account that someone would France would be that influential.
For which countries was the draw good or bad? By simulating the World Cup first simulating the draw as well, and then using the actual draw, we can infer if the draw did change the chances for any countries.
The draw was good for:
and the draw was not as good for
We can then look at each group. If we sum up the teams' chances to pass on to the knock-out stage, it's obviously 200% for the Post probabilities. If we instead calculate the sum of the pre-probabilities, it gives us an idea of how difficult the group is. If, for example, four teams that had 99% probability to survive group stage before the draw are drawn together in one group, the sum will be 396%, well above the 200% you'd expect on an average draw.
Doing this we'll see that the toughest group is Group B with a sum of 254%. Group B contains both finalists from last World Cup, Spain and Netherlands, plus Chile a strong contender from South America. The next toughest group is then Group D with sum 241%, which contains England, Uruguay, Italy, Costa Rica.
Group A
Pre-probability Sum: 180%
Group B
Pre-probability Sum: 254%
Group C
Pre-probability Sum: 191%
Group D
Pre-probability Sum: 241%
Group E
Pre-probability Sum: 185%
Group F
Pre-probability Sum: 176%
Group G
Pre-probability Sum: 231%
Group H
Pre-probability Sum: 143%
My apologies. I did not predict that FIFA would change the rules and not put France in a special pot as Serbia and Montenegro was 2006. I did not take into account that someone would France would be that influential.
For which countries was the draw good or bad? By simulating the World Cup first simulating the draw as well, and then using the actual draw, we can infer if the draw did change the chances for any countries.
The draw was good for:
| Country | Pre | Post | Ratio |
| South Korea | 19.0 | 32.5 | 1.7 |
| Algeria | 9.7 | 14.4 | 1.5 |
| Russia | 51.9 | 74.1 | 1.4 |
| Mexico | 10.6 | 41.1 | 1.3 |
and the draw was not as good for
| Country | Pre | Post | Ratio |
| Australia | 24.0 | 8.31 | 0.34 |
| Ghana | 26.8 | 15.6 | 0.58 |
| Chile | 55.9 | 34.5 | 0.62 |
| Costa Rica | 27.3 | 17.3 | 0.63 |
We can then look at each group. If we sum up the teams' chances to pass on to the knock-out stage, it's obviously 200% for the Post probabilities. If we instead calculate the sum of the pre-probabilities, it gives us an idea of how difficult the group is. If, for example, four teams that had 99% probability to survive group stage before the draw are drawn together in one group, the sum will be 396%, well above the 200% you'd expect on an average draw.
Doing this we'll see that the toughest group is Group B with a sum of 254%. Group B contains both finalists from last World Cup, Spain and Netherlands, plus Chile a strong contender from South America. The next toughest group is then Group D with sum 241%, which contains England, Uruguay, Italy, Costa Rica.
Group A
| 2nd Rnd | Change | Champ | Change | |
| Brazil | 96.8 | 2.4 | 21.8 | -1.8 |
| Croatia | 51.9 | 6.6 | 0.34 | -0.02 |
| Mexico | 41.1 | 10.6 | 0.17 | 0.03 |
| Cameroon | 10.2 | 0.2 | 0.0020 | -0.0010 |
Pre-probability Sum: 180%
Group B
| 2nd Rnd | Change | Champ | Change | |
| Spain | 87.8 | -5.9 | 22.4 | -0.7 |
| Netherlands | 69.4 | -11.4 | 6.67 | -1.03 |
| Chile | 34.5 | -21.4 | 0.98 | -0.51 |
| Australia | 8.31 | -15.69 | 0.024 | -0.036 |
Pre-probability Sum: 254%
Group C
| 2nd Rnd | Change | Champ | Change | |
| Colombia | 72.6 | -0.8 | 1.98 | -0.33 |
| Greece | 49.4 | 0.3 | 0.43 | -0.07 |
| Ivory Coast | 48.5 | 7.6 | 0.41 | 0.01 |
| Japan | 29.6 | 2.3 | 0.085 | -0.015 |
Pre-probability Sum: 191%
Group D
| 2nd Rnd | Change | Champ | Change | |
| England | 68.3 | -5.0 | 3.77 | -0.28 |
| Uruguay | 58.3 | -16.3 | 2.09 | -0.52 |
| Italy | 56.1 | -9.5 | 1.83 | -0.31 |
| Costa Rica | 17.3 | -10.0 | 0.066 | -0.034 |
Pre-probability Sum: 241%
Group E
| 2nd Rnd | Change | Champ | Change | |
| France | 66.5 | 6.7 | 1.61 | 0.29 |
| Switzerland | 60.1 | -0.9 | 1.07 | 0.12 |
| Ecuador | 54.7 | 9.7 | 0.77 | 0.20 |
| Honduras | 18.6 | -0.1 | 0.027 | 0.007 |
Pre-probability Sum: 185%
Group F
| 2nd Rnd | Change | Champ | Change | |
| Argentina | 91.6 | 5.0 | 10.1 | 1.7 |
| B&H | 47.8 | 5.8 | 0.34 | 0.09 |
| Nigeria | 32.3 | 6.9 | 0.10 | 0.03 |
| Iran | 28.4 | 6.2 | 0.066 | 0.026 |
Pre-probability Sum: 176%
Group G
| 2nd Rnd | Change | Champ | Change | |
| Germany | 88.1 | -2.6 | 17.4 | 2.2 |
| Portugal | 50.1 | -12.0 | 1.66 | 0.08 |
| United States | 46.2 | -4.8 | 1.36 | 0.23 |
| Ghana | 15.6 | -11.2 | 0.076 | -0.004 |
Pre-probability Sum: 231%
Group H
| 2nd Rnd | Change | Champ | Change | |
| Belgium | 78.9 | 16.7 | 1.36 | 0.32 |
| Russia | 74.1 | 22.2 | 0.94 | 0.27 |
| South Korea | 32.5 | 13.5 | 0.043 | 0.019 |
| Algeria | 14.4 | 4.7 | 0.0047 | 0.0017 |
Pre-probability Sum: 143%
Saturday, November 30, 2013
Champions League After Match Day 5
If two (or more) teams end up with equally many points the following tie-breakers apply:
Group A
11 Man United
8 Shakhtar
7 Leverkusen
1 Sociedad
Man United - Shakhtar
Sociedad - Leverkusen
If Shakhtar and Leverkusen end up on equally many points, Leverkusen will qualify as they won at home against Shakhtar with 4-0 and drew 0-0 away.
Group B
13 Real Madrid
6 Juventus
4 Galatasaray
4 Copenhagen
Galatasaray - Juventus
Copenhagen - Real Madrid
13 Paris
7 Olympiakos
7 Benfica
1 Anderlecht
Benfica - Paris
Olympiakos - Anderlecht
Group D
15 Munich
12 Man City
3 Moscow
0 Plzen
Munich - Man City
Plzen - Moscow
Group E
9 Chelsea
8 Basel
7 Schalke
3 Bucharest
Chelsea - Bucharest
Schalke - Basel
12 Arsenal
9 Dortmund
9 Napoli
0 Marseille
Marseille - Dortmund
Napoli - Arsenal
If Dortmund and Napoli win their matches they will end up on 12 points just like Arsenal. The table excluding the Marseille matches then looks like
1. Arsenal 6 4-2
2. Dortmund 6 6-5
3. Napoli 6 3-6
where we can see that Napoli need to win with three goals against Arsenal to get a goal difference better than Arsenal.
Group G
13 Atletico Madrid
6 Zenit
5 Porto
2 Austria
Atletico Madrid - Porto
Austria - Zenit
10 Barcelona
8 Milan
7 Ajax
3 Celtic
Milan - Ajax
Barcelona - Celtic
If two (or more) teams end up with equally many points the following tie-breakers apply:
- More points in matches involving the tied teams
- Higher goal difference in matches involving the tied teams
- More scored goals in matches involving the tied teams
- More goals scored on the road in matches involving the tied teams
- If more than 2 teams were tied and two teams are still tied after applying 1-4, re-apply 1-4 on the two tied teams
- Higher goal difference in all group matches
- More scored goals in all group matches
- More goals scored on the road in all group matches
Group A
11 Man United
8 Shakhtar
7 Leverkusen
1 Sociedad
Man United - Shakhtar
Sociedad - Leverkusen
- Man United has clinched qualification
- Shakhtar clinch qualification if they take equally many points against Man United as Leverkusen take against Sociedad.
- Leverkusen clinch qualification if they take more points against Sociedad than Shakhtar take against Man United.
- Sociedad cannot qualify
If Shakhtar and Leverkusen end up on equally many points, Leverkusen will qualify as they won at home against Shakhtar with 4-0 and drew 0-0 away.
Group B
13 Real Madrid
6 Juventus
4 Galatasaray
4 Copenhagen
Galatasaray - Juventus
Copenhagen - Real Madrid
- Real Madrid has clinched qualification
- Juventus clinch qualification if they draw (or win) against Galatasaray
- Galatasaray clinch qualification if they win against Juventus
- Copenhagen cannot qualify
13 Paris
7 Olympiakos
7 Benfica
1 Anderlecht
Benfica - Paris
Olympiakos - Anderlecht
- Paris has clinched qualification
- Olympiakos clinch qualification if they take at least equally many points against Anderlecht as Benfica take against Paris.
- Benfica clinch qualification if they take more points against Paris than Olympiakos take against Anderlecht.
- Anderlecht cannot qualify
Group D
15 Munich
12 Man City
3 Moscow
0 Plzen
Munich - Man City
Plzen - Moscow
- Munich has clinched qualification
- Man City has clinched qualification
- Moscow cannot qualify
- Plzen cannot qualify
Group E
9 Chelsea
8 Basel
7 Schalke
3 Bucharest
Chelsea - Bucharest
Schalke - Basel
- Chelsea has clinched qualification
- Basel clinch qualification if they draw (or win) against Schalke
- Schalke clinch qualification if they win against Basel
- Bucharest cannot qualify
12 Arsenal
9 Dortmund
9 Napoli
0 Marseille
Marseille - Dortmund
Napoli - Arsenal
- Arsenal clinch qualification if they do not lose with 3 (or more) goals against Napoli
- Arsenal clinch qualification if Dortmund fail to win against Marseille
- Dortmund clinch qualification if Arsenal win against Napoli
- Dortmund clinch qualification if they win against Marseille
- Dortmund clinch qualification if they draw against Marseille and Napoli and Arsenal draw
- Napoli clinch qualification if they win against Arsenal with at least 3 goals
- Napoli clinch qualification if they win against Arsenal and Dortmund fail to win against Marseille
- Napoli clinch qualification if they draw against Arsenal and Marseille win against Dortmund
- Marseille cannot qualify
If Dortmund and Napoli win their matches they will end up on 12 points just like Arsenal. The table excluding the Marseille matches then looks like
1. Arsenal 6 4-2
2. Dortmund 6 6-5
3. Napoli 6 3-6
where we can see that Napoli need to win with three goals against Arsenal to get a goal difference better than Arsenal.
Group G
13 Atletico Madrid
6 Zenit
5 Porto
2 Austria
Atletico Madrid - Porto
Austria - Zenit
- Atletico Madrid has clinched qualification
- Zenit clinch qualification if Porto fail to win against Atletico Madrid
- Zenit clinch qualification if they win against Austria
- Porto clinch qualification if they win against Atletico Madrid and Zenit fail to win against Austria
- Austria cannot qualify
10 Barcelona
8 Milan
7 Ajax
3 Celtic
Milan - Ajax
Barcelona - Celtic
- Barcelona has clinched qualification
- Milan clinch qualification if they draw (or win) against Ajax
- Ajax clinch qualification if they win against Milan
- Celtic cannot qualify
Saturday, November 23, 2013
Congratulations Algeria, Croatia, France, Ghana, Greece, Mexico, Portugal, and Uruguay.
Going back to the predictions of the qualification back in July 2012, we can conclude that the greatest [positive] surprises were:
We have 32 countries, which will be drawn into eight groups on 6th of December. The countries will most likely be divided into five pots as:
Going back to the predictions of the qualification back in July 2012, we can conclude that the greatest [positive] surprises were:
- Algeria (15%)
- Cameroon (23%)
- Belgium (39%)
- Costa Rica (39%)
- Bosnia and Herzegovina (
3242%)
- Egypt (63%)
- Sweden (61%)
- Panama (49%)
- Tunisia (44%)
- Uzbekistan (39%)
We have 32 countries, which will be drawn into eight groups on 6th of December. The countries will most likely be divided into five pots as:
- Pot A (seeded): Argentina, Belgium, Brazil, Colombia, Germany, Spain, Switzerland, and Uruguay
- Pot B (North America & Asia): Australia, Costa Rica, Honduras, Iran, Japan, Mexico, South Korea, and United States
- Pot C (Europe): Bosnia and Herzegovina, Croatia, England, Greece, Italy, Netherlands, Portugal, and Russia
- Pot D (South America & Africa): Algeria, Cameroon, Chile, Ecuador, Ghana, Ivory Coast, and Nigeria.
- Special Pot: France
| Country | Qual | 2013-Oct | 2012-Jul | Champ | 2013-Oct | 2012-Jul |
| Brazil | 100 | +0.0 | +0.0 | 33.9 | -0.4 | +17.1 |
| Spain | 100 | +0.0 | +0.4 | 20.5 | -0.1 | -13.7 |
| Argentina | 100 | +0.0 | +0.5 | 7.5 | -0.2 | -1.4 |
| Germany | 100 | +0.0 | +2.9 | 13.7 | +0.1 | -0.6 |
| England | 100 | +0.0 | +3.8 | 3.43 | +0.0 | -1.9 |
| South Korea | 100 | +0.0 | +5.2 | 0.01 | -0.0 | -0.3 |
| Netherlands | 100 | +0.0 | +5.7 | 6.6 | -0.1 | +1.5 |
| Japan | 100 | +0.0 | +6.9 | 0.037 | -0.0 | -0.3 |
| Colombia | 100 | +0.0 | +11.3 | 2.17 | -0.1 | +0.7 |
| Australia | 100 | +0.0 | +15.2 | 0.024 | -0.0 | -0.1 |
| Italy | 100 | +0.0 | +16.0 | 1.82 | -0.3 | +0.1 |
| Ecuador | 100 | +0.0 | +18.4 | 0.33 | +0.0 | -0.3 |
| United States | 100 | +0.0 | +18.9 | 0.58 | -0.1 | +0.5 |
| Russia | 100 | +0.0 | +19.2 | 0.55 | -0.0 | -0.6 |
| Switzerland | 100 | +0.0 | +21.1 | 0.92 | +0.4 | +0.7 |
| Iran | 100 | +0.0 | +29.3 | 0.017 | -0.0 | +0.0 |
| Chile | 100 | +0.0 | +36.9 | 0.9 | +0.0 | +0.7 |
| Honduras | 100 | +0.0 | +53.3 | 0.008 | -0.0 | +0.0 |
| Bosnia and Herzegov | 100 | +0.0 | +57.8 | 0.23 | +0.0 | +0.2 |
| Costa Rica | 100 | +0.0 | +61.2 | 0.035 | -0.0 | +0.0 |
| Belgium | 100 | +0.0 | +61.5 | 1.02 | -0.0 | +0.9 |
| Ghana | 100 | +0.1 | +55.2 | 0.04 | -0.0 | +0.0 |
| Nigeria | 100 | +2.5 | +42.2 | 0.05 | +0.0 | +0.0 |
| Ivory Coast | 100 | +3.3 | +18.2 | 0.25 | +0.0 | -0.4 |
| Uruguay | 100 | +9.3 | +16.2 | 2.41 | +0.2 | +1.9 |
| Croatia | 100 | +14.4 | +18.3 | 0.31 | +0.0 | -0.6 |
| Mexico | 100 | +27.3 | +1.4 | 0.06 | +0.0 | -2.5 |
| Cameroon | 100 | +28.0 | +77.4 | 0.001 | +0.0 | +0.0 |
| Greece | 100 | +32.9 | +24.1 | 0.44 | +0.2 | +0.2 |
| France | 100 | +39.5 | +40.5 | 0.76 | +0.1 | +0.3 |
| Portugal | 100 | +44.3 | +11.6 | 1.35 | +0.6 | -1.3 |
| Algeria | 100 | +70.6 | +85.3 | 0.001 | +0.0 | +0.0 |
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