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All-Time Rankings Methodology
Overview All-time rankings are calculated using a weighted points system that awards points for podium finishes (top 3) across major competitions. …
Championship Predictions Methodology
Overview Championship predictions use the same core methodology as race-picks but with key differences: Probability only - No points predictions are …
Elo Calculations Methodology
Overview Elo ratings are calculated for all winter sports using a multi-player extension of the standard Elo formula. The system tracks athlete …
Race Picks Methodology
BLUF Race predictions use Generalized Additive Models (GAMs) with BIC-optimized feature selection. Key predictors are Elo rating percentages …
Weekly Recap Methodology
Overview The weekly recap system provides three key analytical components for tracking World Cup season progress: Elo Change Tracking - Monitors …
Bored Data Scientist in Washington DC. Perenniel American Birkebeiner skier, and devout club runner