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Login: | Explaining level changesDivision 4: Bradley Stoke Squash Club B v Redland Fireflies (Wed 23 Oct 2019)Match played between Andrew Blake (home) and Calum Philip (away).Match won by Calum Philip. Result: 11-15,9-15,12-15. Starting level for Andrew Blake: 1,651, level confidence: 79%. Set manually. Starting level for Calum Philip: 1,536, level confidence: 61%. Andrew Blake to win as he is currently playing 7% better than Calum Philip. Calum Philip won all of the games and 58% of the points. This games result would be expected if he was better by around 55% or more. This points result would be expected if he was better by around 41% (PAR scoring). These are weighted and combined to calculate that Calum Philip played 45% better than Andrew Blake in this match. Assuming that any level changes are shared between both players, for this result it looks like Calum Philip actually played at a level of 1,920 and Andrew Blake at a level of 1,321. Without any damping, both players would need to be adjusted by 25% to match this result. Factoring in the relative levels of confidence which allows players with low confidence in their levels to change more quickly, the adjustment for Calum Philip changes to +24% and Andrew Blake changes to -18%. After applying standard match damping, the adjustment for Calum Philip becomes +10.9% and for Andrew Blake becomes -8.3%. Apply match/event weighting of 75% for 'Mixed Autumn 2019/2020' so the adjustment for Calum Philip is +8.2% and for Andrew Blake is -6.1%. Apply limits to the amount of change for a single match which are based on player level, level confidence and time since last match so that Andrew Blake is limited to -5% level change. In general a player's level won't go up by more than 10% or drop more than 5% if they've played in the last 7 days but those limits are relaxed if their previous match was further back. Increase level confidence due to one more match played. Calum Philip: 78%, Andrew Blake: 89%. Reduce level confidence based on how unexpected the result is. Calum Philip: 63%, Andrew Blake: 71%. A final adjustment of +0.9% has been made to both players as part of the automatic calibration that is performed after each match. All players in this pool will have been adjusted equally in order to remain equivalent to other player pools. Final level for Andrew Blake: 1,602, level confidence: 71%. Final level for Calum Philip: 1,661, level confidence: 63%. Notes
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