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Re: Newton 09
Quote:
Originally Posted by Joe Ross
Similar to what I did last year, I ran through 193 simulated qualification match schedules (all 102 matches, using the FIRST match generator). I used each team's average opr for their contribution to a match. I calculated the standings for each of the 193 simulated qualification schedules, and then looked at some statistics from the aggregate results.
When I went back and looked at last year's data, a team finished within 1 standard deviation of their average seed 60% of the time, and within 2 standard deviations 95% of the time. Only 3 teams seeded higher/lower then their min/max seed.
Code:
Team Avg Seed Median Mode StDev Min Max #1 seed Top 8
1625 6.3 4 1 7.5 1 48 40 155
121 7.4 5 1 7.7 1 47 46 131
1726 10.4 7 1 9.8 1 47 20 106
1507 12.6 9 3 12.6 1 69 11 96
2970 14.4 11 4 12.7 1 67 10 85
1701 17.6 14 3 13.6 1 78 7 56
234 18.5 14 5 15.3 1 65 7 60
16 21.8 17 7 16.2 1 76 4 47
1155 21.5 19 5 14.9 1 66 3 42
2377 22.4 19 5 15.8 1 76 2 44
102 21.2 17 7 16.1 1 67 3 49
191 21.9 19 2 14.8 1 64 2 43
364 22.6 19 31 15.5 1 67 2 40
1038 22.9 18 7 16.8 1 79 2 41
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First, I must say I am impressed at your analysis - neat way to look at the available data and extrapolate a result. Unfortunately, as the stats suggest, the analysis really doesn't mean anything. The standard deviations are too large to lead any credance to the results, as would be expected in an analysis with this many variables. Keep at it, if you can refine this it will be a very cool way to predict team's success!
__________________
Dan
2011-Present
Founder & Team Lead, FRC Team 4740 - Spartabots, Nashville, TN
Founder, FRC Team 3945 - Cobrotics, Whites Creek, TN
Mentor, FRC Team 4306 - Robo Komodos, Franklin, TN
2005-2011
Mentor, FRC Team 1038 - Thunderhawks, Liberty Township, OH
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