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prediction model for totals

Posted: Sun Jan 12, 2014 11:54 am
by Sartre
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

Re: prediction model for totals

Posted: Mon Jan 13, 2014 7:41 pm
by Crow

Re: prediction model for totals

Posted: Mon Jan 13, 2014 10:54 pm
by Mike G
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.