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Login: | Explaining level changesDivision 7: Keynsham v Bradley Stoke Squash Club (Tue 26 Jun 2018)Match played between Shane Davis (home) and Matt Talbot (away).Match won by Matt Talbot. Result: 16-14,15-11,15-17,13-15,15-17. Starting level for Shane Davis: 752, level confidence: 65%. Starting level for Matt Talbot: 421, level confidence: 48%. Shane Davis to win as he is currently playing 79% better than Matt Talbot. Matt Talbot won 60% of the games and 50% of the points. This games result would be expected if he was better by around 10%. This points result would be expected if he was better by around 0% (PAR scoring). These are weighted and combined to calculate that Matt Talbot played 8% better than Shane Davis in this match. Assuming that any level changes are shared between both players, for this result it looks like Matt Talbot actually played at a level of 583 and Shane Davis at a level of 543. Without any damping, both players would need to be adjusted by 39% to match this result. Allowing for the difference in level between the players, the adjustments have been reduced to 28% and 28% respectively. Factoring in the relative levels of confidence which allows players with low confidence in their levels to change more quickly, the adjustment for Matt Talbot changes to +28% and Shane Davis changes to -19%. After applying standard match damping, the adjustment for Matt Talbot becomes +14.7% and for Shane Davis becomes -10.9%. Apply match/event weighting of 65% for 'Mixed Summer 2018' so the adjustment for Matt Talbot is +9.5% and for Shane Davis is -6.8%. 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 Shane Davis 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. Matt Talbot: 69%, Shane Davis: 80%. Reduce level confidence based on how unexpected the result is. Matt Talbot: 50%, Shane Davis: 58%. A final adjustment of +1.1% 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 Shane Davis: 729, level confidence: 58%. Final level for Matt Talbot: 463, level confidence: 50%. Notes
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