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It is not weighting that introduces bias, but inappropriate weighting where appropriate is judged against the objective that you are trying to evaluate.
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That is fascinating stuff. There is another very important difference between AFL and the NBA - the rapidity with which interchanges occur. In the NBA it is routine for players sit out of the game for significiant fractions of particular quarters. For example, Carmelo Anthony is usually scheduled to receive two long rests a game. That is less common in the AFL where rotations off the ground tend to be shorter lasting. That I think would also make the +/- stat less useful in the AFL.The stat has some merit in theory but across 18 players the effects of having someone on/off the ground is significantly reduced compared to five for basketball.
It has been done and it has been shown to clubs without much interest. Consider the following for a reason why: By this measure Gary Ablett was the worst midfielder in the competition last year. Gold Coast's points per 100 minutes with Ablett on the field was 71.3 for, 79.7 against for a margin of -8.3 points. With him on the bench, it was 97.0 for, 57.4 against for a margin of -25.7 points. His +/- differential of -48.0 points per 100 minutes was the worst of the 150 midfielders who played 10 or more games last season an over 20% worse than any other player (next worst was -39.2 points/100 minutes). This year after six games he is coincidentally running at exactly the same differential as last season (On: 67.9 v 75.3. Off: 94.0 v 53.5 for -48.0) - the eighth-worst of the 123 midfielders with four or more games.
Others in the bottom-20 (all players, not just mids) this year who you may be surprised to see there: Scott Selwood, Michael Johnson, Jared Polec, Sam Mayes, Jordan Lewis, Mathew Stokes, Cale Hooker, Brent Macaffer.
No player in the game gets worked on during a match like Dangerfield. Maybe Buddy.
That has to mean something
I can only guess that Ablett is rested when they are winning well, or when losing badly and thet get some junk time goals.That is fascinating stuff. There is another very important difference between AFL and the NBA - the rapidity with which interchanges occur. In the NBA it is routine for players sit out of the game for significiant fractions of particular quarters. For example, Carmelo Anthony is usually scheduled to receive two long rests a game. That is less common in the AFL where rotations off the ground tend to be shorter lasting. That I think would also make the +/- stat less useful in the AFL.
Still, I am fascinated by Ablett's +/- stats. The easy thing to do is dismiss it but perhaps it tells us that when he is on the ground the Gold Coast play through him too much? Another possibility would be that when Ablett is off the ground the opposition team relaxes more. Do you know whether that differential is statistically significant? I imagine that it is but I'm curious...