Got the advice to start a new topic on creating a predictive model for totals.
How do I do it?
If you read my other thread on how to get started with modeling you know by now I`m a complete idiot when it comes to this, but I`m interested in learning!
/S
prediction model for totals
Re: prediction model for totals
Check around the internet and maybe in Mathletics by Wayne Winston.
Here are a few miscellaneous links I saw on a quick web check that might interest you:
http://blog.smellthedata.com/2011/02/th ... tball.html
http://sportsgambling.about.com/od/nbab ... factor.htm
http://espn.go.com/blog/playbook/dollar ... ba-gambler
http://www.nbastuffer.com/tag/NBA_Score ... tions.html
http://www.teamrankings.com/blog/ncaa-b ... everywhere
Here are a few miscellaneous links I saw on a quick web check that might interest you:
http://blog.smellthedata.com/2011/02/th ... tball.html
http://sportsgambling.about.com/od/nbab ... factor.htm
http://espn.go.com/blog/playbook/dollar ... ba-gambler
http://www.nbastuffer.com/tag/NBA_Score ... tions.html
http://www.teamrankings.com/blog/ncaa-b ... everywhere
Re: prediction model for totals
Suppose you want to predict Knicks-Nets.
NBA avg pts/G is 100
Knicks avg 95.3, which is -4.7 from avg; and Nets allow 100.7, which is 0.7 above avg. Therefore, Knicks can be predicted to score 100-4.7+0.7 = 96.0
Nets avg 96.3, which is -3.7 on offense; Knicks allow 98.0, which is -2.0
Nets should score around 100 - 3.7 - 2.0, or 94.3
Unless one team has more home court advantage than the other, the expected total score should be = 190.3
You can fine tune this with strength of schedule (SOS) adjustments. Two teams in the same conference will not be much different in SOS at this time of the year.
NBA avg pts/G is 100
Knicks avg 95.3, which is -4.7 from avg; and Nets allow 100.7, which is 0.7 above avg. Therefore, Knicks can be predicted to score 100-4.7+0.7 = 96.0
Nets avg 96.3, which is -3.7 on offense; Knicks allow 98.0, which is -2.0
Nets should score around 100 - 3.7 - 2.0, or 94.3
Unless one team has more home court advantage than the other, the expected total score should be = 190.3
You can fine tune this with strength of schedule (SOS) adjustments. Two teams in the same conference will not be much different in SOS at this time of the year.