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WOWY: NBA Finals Edition

May 31, 2011 by Daniel M 1 Comment

It’s time for the With-or-Without-You analysis of the NBA Finals teams: Dallas and Miami. For this review, I will consider a player to not have played (i.e. “Without You”) if the player played 20% or less of their average MPG. This allows us to look into the coach’s rotation decisions a bit more, while still … [Read more…]

Posted in: NBA Stats Tagged: Bayesian Analysis, Game Prediction, NBA, NBA Playoffs, Statistics, Team Ratings, With-or-Without-You

Chart: With or Without Inefficient Scorers

May 23, 2011 by Daniel M 1 Comment

This is just a quick chart dump, based upon Neil Paine’s research at Basketball Reference:

Posted in: NBA Stats Tagged: Charts, NBA, Statistics, Team Ratings, Visualization, With-or-Without-You

A Review of Adjusted Plus/Minus and Stabilization

May 20, 2011 by Daniel M 38 Comments

As I prepare to release my first work based on the Adjusted Plus/Minus and derivative methods, I felt it would be wise to write a plain-English review of the state-of-the-art of Adjusted Plus/Minus and its derivatives, or at least what is known in the public domain. What is Plus/Minus? Plus/Minus, at its core, simply compares … [Read more…]

Posted in: NBA Stats Tagged: Adjusted +/-, Player Ratings, RAPM, Stat Theory, Statistics, With-or-Without-You

Round 2 Predictions

April 30, 2011 by Daniel M Leave a Comment

Quickly (Updated WOWY Bayesian Ratings, roughly done due to lack of time:) CHI ATL MIA BOS OKC MEM LAL DAL 98.4% 1.6% 69.9% 30.1% 67.1% 32.9% 52.3% 47.7% CHI vs ATL MIA vs BOS OKC vs MEM LAL vs DAL 4 to 0 45.3% 4 to 0 10.3% 4 to 0 9.1% 4 to 0 … [Read more…]

Posted in: NBA Stats Tagged: NBA, NBA Playoffs, Projections, Statistics, Team Ratings, With-or-Without-You

Visualization: The Brightest Stars in the NBA

April 27, 2011 by Daniel M 7 Comments

I’m working on a new metric to quickly measure a player’s single-game contribution (a slightly more complex “game score”). I’ve tabulated the results for every game played this year, and that lets me do this: Here are the brightest stars in the NBA, by dominant superstar performances this year. I’m giving 3 points for a … [Read more…]

Posted in: NBA Stats Tagged: Box Score Analysis, NBA, Player Ratings, Statistics, Visualization

Playoff Odds 2011

April 16, 2011 by Daniel M Leave a Comment

Here are my Bayesian WOWY + Tightened Rotations NBA projections for 2011! (Note: I’d still bump the Lakers up, personally… and I’m going to pick OKC>DEN for matchup and homerism reasons) Seed Tm WOWY Shortened Combined ReStdev Win 1st Win 2nd Win Conf Win Title 1 CHI 10.40 0.16 10.56 11.9 96.85% 67.32% 44.34% 31.75% … [Read more…]

Posted in: NBA Stats Tagged: Bayesian Analysis, NBA, NBA Playoffs, Projections, Statistics, Team Ratings, With-or-Without-You

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

With or Without You: OKC, Perk, and Nazr

April 13, 2011 by Daniel M 4 Comments

In continuing my series of With-or-Without-You (WOWY) analyses, I will next look at my hometown Oklahoma City Thunder, one of the hottest teams going into the playoffs. In the first two posts on WOWY, I looked at Oklahoma City in January(before the trades), and yesterday I looked at the Bulls and their strength going into the playoffs. In the Bulls post, I also revised and expanded this method with regression to the mean and Bayesian weighting for best future prediction.

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