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NCAA Basketball

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

How Does the Committee Seed? Introducing ExpSd

March 14, 2011 by Daniel M 2 Comments

The Bracket was revealed yesterday.  Quick thoughts and long ramblings below: I have two rankings systems: my Bayesian predictive power ratings, which tell how good the teams are, and my DSMRPI ratings, which tell how much they have accomplished.  I would put teams in and seed them based on DSMRPI, which looks purely at win-loss … [Read more…]

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

NCAA Bayesian Ratings, With Projection Prior

March 12, 2011 by Daniel M Leave a Comment

In my , I took as the Bayesian prior the overall distribution of NCAA teams.  Now, we know more than that–we can create a pretty good projection of how good a team will be based on how good the team has been the previous few years.  So let’s do it! I compiled the Pomeroy Ratings … [Read more…]

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

NCAA Bayesian Analysis & DSMRPI

March 7, 2011 by Daniel M Leave a Comment

 I posted my NCAA Bayesian Ratings and methodology.  Today I thought I’d update the numbers quickly and add a new twist. What is the objective in basketball? To win the game! When doing a predictive rating system (like this Bayesian method) or even trying to tell how good teams are over this season (KenPom’s ratings), … [Read more…]

Posted in: NCAA Basketball Tagged: Bayesian Analysis, NBA, NCAA Basketball, Stat Theory, 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
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