The Ideal Competition: How Many Blowouts and Upsets?

Working on a few recent posts here on the Statistical Analysis journal has made me think a lot more about blowouts (games won by a large margin) and upsets (games won by the team less-favoured to win pre-game), and realise how inter-related is their prevalence.

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Why There'll Always Be More Blowouts Than We Expect

Last night I was thinking about the results we found in the previous blog post about upsets and mismatches and wondered if the historical pattern of expected game margins was borne out in the actual results. On analysing the data I found that there were a lot more victories of 10 Scoring Shots or more in magnitude than MoSSBODS had predicted. In most seasons, at least one-third of the games finished with a victory margin equivalent to 10 Scoring Shots or more, which was usually two or three times as many as MoSSBODS had predicted.

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Fooled By Lumpiness

In a typical AFL game in 2012 the winning team registered about 30 scoring shots and the losing team about 20. On the assumption that the sequence of team scoring shots is random - so that, for example, the winning team's probability of registering the next scoring shot is always 60%, regardless of whether or not it was the team to score last - how likely is it, do you think, that we'd witness a run of 5 or more consecutive scoring shots by the winning team is such a game?
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Team Scores - Statistical Distribution and Dependence

In the most recent post on the Simulations blog I assumed that Home Team and Away Team scores were independently and Normally distributed (about their conditional means). I'll investigate both these assumptions in this blog.
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