Does anybody have any experience using Poisson distributions for handicapping props? What statistics can I apply it to across the major sports?
Bump for Pickles. From what I understand, rebounds and assists (for an individual player in one game) would work, but points would not?
I have a statistics degree but I am kind of

what you are asking
OK, so I found this pretty cool Poisson/gambling calculator which cuts out all of the hard mathy stuff. (
(Poisson Background here)Calculator here:
http://www.sbrforum.com/betting-tools/poisson-calculator/
Let's say there's an o/u 8.5 Greg Monroe rebounds prop. I figure that Monroe is going to get 9.6 rebounds, and the calculator gives me a 62.04% probability that Monroe will get 9 or more rebounds, which is obviously a play.
So, my assumption is that this works for rebounds, assists, soccer goals, but is probably slightly/somewhat inaccurate for NBA points.