Doctor MJ wrote:So getting a lot of talk about RAPM not "really" meaning impact and to me this just gets us back to really general stuff:
People are just saying the old truism that correlation is not causation. And they are correct of course, but they then use that to say "so it's meaningless!", as opposed to actually applying scientific thinking to go forward.
Literally what science is is an attempt to distill causation from correlation and obviously it can work prey damn well. It can also be wrong which is why the process itself is so important.
When assertions are made about a player using RAPM or any other stat or event they may be wrong. However the mere fact that they maybe wrong is not an argument why they are wrong, and meanwhile literally any other disagreeing assertions have the exact same vulnerability.
I am not telling anyone they must use stats like I (or others here) do, but believe me when I was that the epistemological basis of my approach to analysis is far from naive. Absolutely doesn't mean I'm always right, but I'm no crank.
I think the issues with RAPM go far deeper though. The fundamental methodology of the result is reflective of lineup rotations, and there is no mechanism within it calculations, that separate the individual from the group.
if Player A plays all of his minutes with Player B, then they have the same exact RAPM. There is no mechanism to separate the two players at all for that on court time. So what RAPM 'attempts" to do is mix & match the various lineup/rotation samples, and then assign a value based on trends. I have no problem with this if done by a coach analyzing which lineups to use at various times......however, to interpret what can only be quantified as the quality of rotations played in, as "Impact", is to misinterpret the results.
RAPM is basically nothing more than a representation of rotations in the literal sense. A guy like Odom will do well in this regard, as will a Manu, or Kirelenko. Defensive specialist will have high defensive RAPMs due to they're more structure rotational minutes centered around defenisve rotations. When guys play heavier minutes, then their lineups are more reflective to what the overall team did in most systems. Was Antoine Walker the best defender in 2002 at 2.9, not likely. That's better than both KG/TD. In fact Divac is tied with TD, and ahead of KG too. Once someone see those results, they should run for the hills, but instead prior-informed was created. Which does nothing but add the extra element of skewing numbers based on previous results.
Hey, at the end of the day, I wouldn't mind RAPM if it was kept in the context of rotations, and criticisms about it were dismissed so quickly. A player can become an "overrated defender" overnight(Kobe/Wade) just because people want to attribute "impact" to that stat. Another player(KG) can leapfrog others off the back of this one stat. the same stat that has 02 Toine as the best defender in the NBA. The same stat that we don't have for most of the nominees.