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bakonydraco Ballot for 2020 Week (d)

Ballot Type: Hybrid

Submitted: Sept. 29, 2020, 4:08 a.m.

Overall Rationale: I've refactored my approach to the poll for this year, and I don't expect it to look similar to the poll as a whole for a few weeks. The core problem this year is that with an absolute dearth of non-conference games, the already hard problem of comparing teams with very disparate schedules is near impossible.The approach I've used is based on the Elo rating, but is nested in a few steps:* Taking the most recent games between different subdivisions ['P5', 'Non-P5 FBS', 'FCS'] (or 'D2', 'D3', 'NAIA' if i had the data), and using the results to update a starting rating for each group of conferences.* Taking the most recent games between different conferences, and using the results to update a starting rating for each team.* Taking the most recent games for each team, and using the results to get a final rating.The non-conference and non-divisional games go back considerably further in time, and all three are weighted such that more recent games have a bigger impact (using a Kalman filter). What this does is set a baseline for each conference using a larger sample size of data that's less current, since otherwise we really have no way to compare many of the conferences this year until bowl season.This process is done twice:* Once using historical data (which currently includes all FBS games since 2014, and all FCS games since 2018).* Once using purely 2020 data.The first gives a rating that seems like a reasonably fair predictive rating. The second gives a rating based on what is earned this year. A weighted average of the 2 yields a final rating.The one hybrid aspect of this at the moment is that I reserved spots at the tail end for teams outside the top 25 from this rating system that:* Currently have the best record this season (3-0)* Have not lost a game in over a seasonThis took up spots 22-25 this week, which would have otherwise gone to: UNC, VT, Texas, and Baylor. 2 Pac-12 teams would have qualified if eligible: Oregon at #16 and Washington at #22. Other teams that may end up ranked in the poll that didn't make my top 25 were: #29 Texas A&M, #31 Tennessee, #34 Marshall, and #42 Oklahoma.Had I used this rating system last year, the final ranking would have been:LSU OSU CLEM ORE PSUUGA BAMA UF ND IOWAWISC WASH NDSU FAU OUMINN AFA UCF MEM APPAUB MICH TEX UK CINThere's more that can be tuned here, but this is a start.

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