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Login: | Explaining level changesDivision 3: Lansdown 4 v Bradley Stoke Squash Club B (Wed 02 Oct 2024)Match played between Natalie Anwyll (home) and Andrew Blake (away).Match won by Natalie Anwyll. Result: 15-9,15-7,15-5:15-12,15-6,11-15,15-8:15-9,15-12,15-8:15-6,15-12,15-13:17-15,15-12,15-3. Starting level for Natalie Anwyll: 2,140, level confidence: 72%. Set manually. Starting level for Andrew Blake: 1,539, level confidence: 65%. Natalie Anwyll to win as she is currently playing 39% better than Andrew Blake. Natalie Anwyll won all of the games and 68% of the points. This games result would be expected if she was better by around 55% or more. This points result would be expected if she was better by around 114% (PAR scoring). These are weighted and combined to calculate that Natalie Anwyll played 114% better than Andrew Blake in this match. Assuming that any level changes are shared between both players, for this result it looks like Natalie Anwyll actually played at a level of 2,657 and Andrew Blake at a level of 1,240. Without any damping, both players would need to be adjusted by 24% to match this result. Allowing for the difference in level between the players, the adjustments have been reduced to 20% and 20% respectively. Factoring in the relative levels of confidence which allows players with low confidence in their levels to change more quickly, the adjustment for Natalie Anwyll changes to +18% and Andrew Blake changes to -20%. After applying standard match damping, the adjustment for Natalie Anwyll becomes +7.7% and for Andrew Blake becomes -9.4%. Apply match/event weighting of 75% for 'Mixed Autumn 2024/2025' so the adjustment for Natalie Anwyll is +5.7% and for Andrew Blake is -6.9%. 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. Natalie Anwyll: 85%, Andrew Blake: 81%. Reduce level confidence based on how unexpected the result is. Natalie Anwyll: 69%, Andrew Blake: 65%. A final adjustment of +1.8% 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 Natalie Anwyll: 2,306, level confidence: 69%. Final level for Andrew Blake: 1,491, level confidence: 65%. Notes
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