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Author: Daniel M

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

With or Without You: The Bulls

April 12, 2011 by Daniel M 5 Comments

A couple of months ago, I introduced my method of With-or-Without-You(WOWY) for the NBA. This time, I’ll revise and expand upon the method, and take a pre-playoff look at the hottest team going: the Chicago Bulls.

As Kevin Pelton chronicled, the Bulls have actually been quite healthy this year–only Joakim Noah and Carlos Boozer have missed significant time, among the regulars in the rotation. Kurt Thomas has missed time, also, but he has also been sat by Tom Thibodeau when healthy–complicating any analysis of WOWY. For this analysis, I’ll focus on Noah and Boozer.

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

Bayesian Golf Ratings and Masters Preview

April 6, 2011 by Daniel M 11 Comments

That’s right, golf.  I’m taking up where Ken Pomeroy left off.  A year or two ago, he developed a rating system for golfers–basically, he created a huge regression of all players and all specific rounds at tournaments.  Each round was assigned a level of difficulty, and each player was assigned an overall rating.  His numbers, … [Read more…]

Posted in: Golf Tagged: Bayesian Analysis, Golf, Major Championships, PGA, Player Ratings, Stat Theory, Statistics

Final 4 Update

April 2, 2011 by Daniel M Leave a Comment

VCU and Butler have continued their run.  Before the tournament, I had them highly because they elevated their games in the regular season when playing good opponents.  They have both continued that and increased that trend. One confounding issue now with adding the “Raising their Game” (“Ag25” in the table below) bonus is that for … [Read more…]

Posted in: NCAA Basketball Tagged: Bayesian Analysis, Game Prediction, NCAA Basketball, NCAA Tournament, Statistics, Team Ratings

Sweet 16 Update

March 23, 2011 by Daniel M Leave a Comment

Well, the first weekend of the NCAA Tournament is in the books.  I don’t have much time to post, so I’ll make it quick: Predictions did fairly well. In the 8 closest 1st-round games by my pregame predictions (averaging a 52.72% favorite) my stats went only 25%–otherwise, everything matched up really well.  The other 3 … [Read more…]

Posted in: NCAA Basketball Tagged: Bayesian Analysis, Game Prediction, NCAA Tournament, Projections, Statistics, Team Ratings

On Crowds and Contrarian Picks

March 17, 2011 by Daniel M Leave a Comment

If you are choosing NCAA tournament picks in a LARGE group (like ESPN), then, if possible, you need to account for what the masses have chosen in making your own selections.  Fortunately, ESPN publicly shows what everyone has picked–and that lets us account for them. As the number of people approaches infinity, the formula for … [Read more…]

Posted in: NCAA Basketball Tagged: Bayesian Analysis, NCAA Basketball, NCAA Tournament, Projections, Statistics, Team Ratings

NCAA Tourney Bayesian Ratings and Odds

March 16, 2011 by Daniel M 3 Comments

Okay, ready for the tournament? I’ve put together some adjustments based on the work I .  The theory behind the adjustments may be found on STATS @ MTSU and Dr. Winner @ Florida.  Basically, I’m adjusting for teams that raise their game to a higher level against good foes (or vise-versa).  For instance, Long Island … [Read more…]

Posted in: NCAA Basketball Tagged: Bayesian Analysis, NCAA Basketball, NCAA Tournament, Stat Theory, Statistics, Team Ratings

Raising Their Game

March 15, 2011 by Daniel M Leave a Comment

When we get to the NCAA tournament, it seems that inevitably, some teams will raise their game, matching up with the “better” teams, suddenly emerging as a top team.  Some teams play well when their opponent is better, and let the foot off the gas when playing East Popcorn St.  Those teams tend to be … [Read more…]

Posted in: NCAA Basketball Tagged: Bayesian Analysis, NCAA Basketball, NCAA Tournament, Stat Theory, Statistics, Team Ratings
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