I did not want to start another thread on this, but so far I have been surprised with the lack of Canadian contributions to my cap testing research (RIP and The Mogul are the only Canadians who contacted me). See:
(155261.1). Ah yes, of course we will be playing each other in the coming days or seasons, so I could understand if that was the reason why. On the other hand, maybe many of you just do not get a chance to read BB Global very often.
In any case, with about 30+ data points, this is what I can report so far: my assumptions are holding and the model fits really well (very high r-squared). But again, it is really tough to say at this moment if that is because of the lack of data or if I am really on to something.
This is what the model is currently saying:
-Position has no impact on capping
-The model is exponential, similar to the salary formulas, but the coefficients are quite different. This means that the higher the skill, the faster you approach the cap per skill-up.
-Jump shot, jump range, inside defense and rebounding all contribute significantly to capping (and at similar levels)
-Passing and inside shot contribute in a very minor way
-All other skills have zero impact on capping.
While some of this is what I expected, I still find it surprising, for example, that outside defense would have zero contribution. I suspect this is because the model is still quite flawed. Also, while the model is working well on the data for allstar potential, it does really poorly (from my point of view) on any other potential.
Of course, this is a symptom of the data. Most of the players I am getting have allstar potential, so that's why the model is quite good there. Also, I am tending to get more PFs and C, so this is likely the reason why guard skills are not getting represented in the model.
If anyone out there can help with data, I would really appreciate it. Of course I would love to get some variety on the data, but anything helps. If nothing else I can really get a really accurate picutre of allstar Cs. ;-)
Run of the Mill Canadian Manager