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On Bayesian Predictive Efficiency Rankings

February 15, 2011 by Daniel M 12 Comments
Bayesian Update

It is fairly easy to construct a retrospective efficiency rating. Take the efficiencies for each game, correct for location and rest, and then solve using an OLS regression for each team’s true efficiency rating. Nice and neat. However, how should a predictive rating work? The best approach would be to adjust for what players are … [Read more…]

Posted in: Google Motion Charts, NBA Adjusted Efficiencies, NBA Rankings, NBA Stats Tagged: Bayesian Analysis, Google Motion Charts, NBA, Projections, Stat Theory, Statistics, Team Ratings

ASPM Prediction: Magic vs. Heat

February 3, 2011 by Daniel M 1 Comment

The ASPM spreadsheet (download here) has a sheet for estimating a game’s results, based on team rest, location, and the rotation of players expected to play. For a quick example, I’ll look at the Magic vs. Heat game this evening. Here’s the sheet: I estimated the minutes each player would play based upon the rotations … [Read more…]

Posted in: Advanced SPM, ASPM Prediction, NBA Stats Tagged: Advanced SPM, Game Prediction, NBA, Projections, Statistics
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