Analytics Project (Prob of winning cup)

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SnowblindNYR

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Nov 16, 2011
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So I have a sports analytics blog that I don't market and not even my mom reads, but it's fun. Coming off a year and a half of writer's block I came up with another project idea. The Lightning just won back to back cups and were the second team to do that since 98. There was a gap between 98 and 2016. So I wanted to calculate using win %s what were the odds these teams wouldn't have won the cup. I used only regulation win percentages because there's no 3 on 3, 4 on 4, or shootout in the playoffs. I started in 99-00, because in 98-99 a team was looking for a threepeat, not a repeat. I also assumed that any series won was 100% probability. So the 99-00 Stars' probability of winning the cup is just the probability of beating the Devils, not going through the whole process since we know they won the first three series. Finally, I kept it at conference seeding and in the last 3 years didn't change it to the wildcard format that's really complicated, but that really only affected 15-16, because 13-14 the Blackhawks made it to the WCF so we knew the matchup and in 14-15 the Kings missed the playoffs. So the final output is the probability that none of these teams would have won the cup accounting for the series they've won. The method used was looking at head to head meetings and the probability that teams would win in 4, 5, 6, and 7. Anyway, please be kind, this took A LOT of effort even though it was just a week's worth of work.

upload_2021-7-16_10-38-9.png
 
Can a mod change the title to "prob of no repeat champions in 16 seasons in a row"? I titled that incorrectly but couldn't think of a better name at first, but that could be confusing.
 
Just to clarify these are the seasons AFTER the teams won the cup. The lowest (not counting two teams that missed the playoffs) are the teams that lost in the first round the season after they won the cup, the highest was the teams that lost in the final, like the 99-00 Stars and 00-01 Devils.
 
You and I rarely see eye to eye.

I applaud your hard work with this effort.
As to what that data is saying, I pass b'c imo too many additional variables come into play to keep any projections current.
At least at this pt.
Maybe 2/3s + into a given season...
 
You and I rarely see eye to eye.

I applaud your hard work with this effort.
As to what that data is saying, I pass b'c imo too many additional variables come into play to keep any projections current.
At least at this pt.
Maybe 2/3s + into a given season...

Thank you. But yeah there are too many variables. This is just what the math says based on regular season win percentage (in regulation). I don't love this analysis from the standpoint that's it's using two methods "actuals" for series won and measuring probability for series lost and on. I'll probably work on (in a much less frantic pace) a project building off this work to create a model that would spit out a probability if you input a team.
 
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