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NBA Rankings

With-or-Without-You Compilation

April 15, 2011 by Daniel M Leave a Comment

A collection of With-or-Without-You tables for playoff teams.  All regressions were stabilized with about 30 games worth of “average for the team” performance.  Not all regressions have the last game of the season included. Oklahoma City Thunder: WOWY equally weighted over season Eff Mar Off Eff Def Eff Games Equiv+/- Team 9.4 8.1 -1.3 In … [Read more…]

Posted in: NBA Rankings, NBA Stats, WOWY Tagged: Bayesian Analysis, Charts, NBA, NBA Playoffs, Player Ratings, Statistics, Team Ratings, Trade Analysis, With-or-Without-You

Team Charts 2011

April 15, 2011 by Daniel M 2 Comments

Here are all of the Adjusted Efficiency Team Charts for the 2011 NBA regular season.  These are adjusted for opponent (average for their whole season), rest-day-situation, and location. Here are links to each image (so as to avoid flipping through the slideshow): Atlanta Hawks Boston Celtics Charlotte Bobcats Chicago Bulls Cleveland Cavaliers Dallas Mavericks Denver … [Read more…]

Posted in: NBA Adjusted Efficiencies, NBA Rankings, NBA Stats Tagged: Charts, Gallery, NBA, NBA Playoffs, Statistics, Team Ratings

NBA Final Regular Season Bayesian Ratings

April 15, 2011 by Daniel M 1 Comment

There is a !  I’m putting together an NBA Playoffs preview; this is the first of the data for that: Here is a table of playoff bound teams and their season-long adjusted efficiency ratings. Ratings are adjusted for location, pace (obviously, since these are per 100 possessions), opponent (recursively) and rest day situation. Previous is … [Read more…]

Posted in: NBA Rankings, NBA Stats Tagged: Bayesian Analysis, Google Motion Charts, NBA, NBA Playoffs, Projections, Statistics, Team Ratings

Bayesian Efficiency Ratings: NCAA Basketball

February 18, 2011 by Daniel M 1 Comment

A few days ago, I put up a massive post on . Nathan Walker (the Basketball Distribution) commented that I should apply the system to NCAA basketball, and so I have. Thanks to Ken Pomeroy’s incredible NCAA basketball database, the data was quite easy to obtain. Since he already compiles a fully adjusted efficiency rating … [Read more…]

Posted in: NBA Adjusted Efficiencies, NBA Rankings, NCAA Basketball Tagged: Bayesian Analysis, NCAA Basketball, Projections, Stat Theory, Statistics, Team Ratings

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

NBA Adjusted Efficiency Rankings 2-6-2011

February 7, 2011 by Daniel M 1 Comment

It’s been a while since I last put together the fully adjusted NBA efficiency rankings. Here are the latest ratings (prev is 1-13-2011, the last time I updated): If you will recall, I last time was puzzling over what exponent to use when minimizing |residuals|^n. I tried out a number of different exponents in out-of-sample … [Read more…]

Posted in: Google Motion Charts, NBA Adjusted Efficiencies, NBA Rankings, NBA Stats Tagged: Google Motion Charts, NBA, Statistics, Team Ratings

NBA Adjusted Efficiency Rankings 1-13-2011

January 14, 2011 by Daniel M 4 Comments

Last week, I unveiled my . This week, I’ll explore some of the decisions I made with that system, per the request of . The first question is how much the ranking are effected by using rest-days adjustments.  See my original research on APBRmetrics for where this comes from.  Here’s a table comparing the effect … [Read more…]

Posted in: Google Motion Charts, NBA Adjusted Efficiencies, NBA Rankings, NBA Stats Tagged: Google Motion Charts, NBA, Statistics, Team Ratings

NBA Adjusted Efficiency Rankings 1-5-2011

January 6, 2011 by Daniel M 6 Comments

There are many ways to rank NBA teams; some better than others. This method runs as follows…

Posted in: NBA Adjusted Efficiencies, NBA Rankings, NBA Stats Tagged: NBA, Statistics, Team Ratings
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