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    Explaining level changes

    Division 5: Redland Eagles v University of Bristol Fresh (Thu 12 Nov 2015)

    Match played between Patrick 'In Him We Trust' Truss (home) and William Spens (away).
    Match won by William Spens. Result: 9-5,1-9,1-9,9-4,4-9.

    Starting level for Patrick 'In Him We Trust' Truss: 844, level confidence: 70%. Set manually.
    Starting level for William Spens: 1,092, level confidence: 10%.
    William Spens to win as he is currently playing 29% better than Patrick 'In Him We Trust' Truss.

    William Spens won 60% of the games and 60% 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 24% (english scoring).
    These are weighted and combined to calculate that William Spens played 14% better than Patrick 'In Him We Trust' Truss in this match.

    As William Spens has played below his allowed range at 998, his level reduction is 4.2% before damping. On the assumption that William Spens would normally have been playing at level 1,068 (based on typical behaviour), Patrick 'In Him We Trust' Truss played better than expected and therefore gains a pre-damping level increase of 5.6%.

    Allowing for the difference in level between the players, the adjustments have been reduced to 3.7% and 4.9% respectively.

    Factoring in the relative levels of confidence which allows players with low confidence in their levels to change more quickly, the adjustment for William Spens changes to -3.7% and Patrick 'In Him We Trust' Truss changes to +0.7%.

    After applying standard match damping, the adjustment for William Spens becomes -3.3% and for Patrick 'In Him We Trust' Truss becomes +0.7%.

    Apply match/event weighting of 75% for 'Mixed Autumn 2015/2016' so the adjustment for William Spens is -2.4% and for Patrick 'In Him We Trust' Truss is +0.5%.

    Increase level confidence due to one more match played. William Spens: 32%, Patrick 'In Him We Trust' Truss: 84%. Reduce level confidence based on how unexpected the result is. William Spens: 30%, Patrick 'In Him We Trust' Truss: 78%.

    A final adjustment of -4.7% 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 Patrick 'In Him We Trust' Truss: 844, level confidence: 78%.
    Final level for William Spens: 977, level confidence: 30%.

    Notes

    • This calculation is done in two main parts; first work out the adjustment needed to match the results and then apply damping. This means that levels should always be 'about right' but the time taken to get there or the volatility is dependent on the damping.
    • A level also has 'level confidence' which drops if players haven't played for a long time or have had enexpected results. As low confidence levels adjust more quickly than high confidence levels, it allows these players to find their level more quickly without impacting their opponent's level too much.
    • Point scores are used as well as game scores for accuracy - particularly important for 3-0 results - though we can work with game scores only too, albeit with more damping.
    • Mismatched players are allowed for - you don't have to hammer your opponent. See explanation above if this applies to this match.
    • The section on damping is where we still have some options. We have recently made a change to damp league matches more than tournament matches and box matches even more than that. This gives added weight to the more important matches.
    • There are occasional, very small adjustments made to all players to keep the averages constant which are not covered here.
    • You don't get a bonus just for winning - if you want to go up you have to play better than expected against your opponent.
    • We have spent more than 5 years fine tuning the level calculations based on tens of thousands of match results and a great deal of feedback from players, team captains and coaches. It's the most usable and accurate ranking system there is in any sport, let alone squash.
    • For a more complete explanation of how levels are calculated (on which this system is based) see the help file here.
    • If you have thoughts/opinions on the above or any feedback on the way levels are calculated or updated, please contact us. We welcome all feedback, although we are keen squash players ourselves and would pefer to be on-court than in front of a screen so please be patient and please do try to see if your question has already been answered on the help page. We are unable to answer questions about hard anyone played in their match - we only get to see the results - and if your level didn't increase as expected please make sure you've looked at the above explanation before contacting us. If you want to go up the levels, train harder, listen to your coach and win more points. Or just be incredibly talented!