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Advanced SPM

Hall Rating Quick Update

July 22, 2014 by Daniel M 1 Comment

A quick update to , using a newer ASPM regression.  The data here includes only data from 1978 to 2014, so players who started their careers before 1978 will be underrepresented.  Kareem Abdul-Jabbar, for instance, was already 30 in 1978–and he had a hall of fame career after that! Hall Rating, as currently constituted, is … [Read more…]

Posted in: Advanced SPM, NBA Stats Tagged: Advanced SPM, Hall of Fame, Hall Rating, NBA, Sports History

ASPM VORP All-Stars 2011

February 4, 2011 by Daniel M 9 Comments

Well, everyone else has an All-Star post up already: The actual All-Stars Mike G at APBR, with his eWins selections (also PER shown) (his thread inspired me to write this up) EvanZ, with his ezPM on the West and East All-Stars Kevin Pelton, with his WARP All-Stars John Hollinger’s look at ESPN Zach Lowe’s take … [Read more…]

Posted in: Advanced SPM, NBA Stats Tagged: Advanced SPM, NBA, Player Ratings, Statistics, VORP

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

ASPM Box Score: Thunder-Heat

January 31, 2011 by Daniel M 6 Comments

Yesterday’s Thunder-Heat game was a fun game to watch and a great game to investigate. Oklahoma City started out with a significant advantage in this game: OKC was at home (worth 3.24 pts/100 poss) and was playing on 1 day of rest (+1.94), while Miami was playing their 3rd game in 4 days, and on … [Read more…]

Posted in: Advanced SPM, ASPM Box Score, NBA Stats Tagged: Advanced SPM, Box Score Analysis, NBA, Stat Theory, Statistics

Center Comparison Chart (and K-Means Clustering)

January 19, 2011 by Daniel M 8 Comments

Last week, I unveiled a Google Motion Chart that included a large number of advanced stats comparing point guards. This week, we’ll start at the other end: centers. I actually am including players classified as either C or PF/C by BasketballValue, where I got the position information.

Most people feel that the position of center is changing, morphing into something different than it once was. The presence of numerous “centers” that hang around on the perimeter shooting 3’s is an indicator of this phenomenon. Still, there is a defined way a center plays–and to define it, let’s turn to the lovely tool known as K-Means Clustering.

Posted in: Advanced SPM, Google Motion Charts, K-Means Clustering, NBA Stats Tagged: Google Motion Charts, NBA, Player Ratings, Stat Theory, Statistics

Point Guard Comparison Chart

January 12, 2011 by Daniel M 6 Comments

So, what else can Google Motion Charts be used to visualize? Well, this application doesn’t actually *move*, but it does visualize a ton of point guard advanced statistics at once. That’s quite a few advanced stats in one place!  Play around with the chart and see what can be revealed.  I have 4 player evaluation … [Read more…]

Posted in: Advanced SPM, Google Motion Charts, NBA Stats Tagged: Google Motion Charts, NBA, Player Ratings, Statistics

ASPM Box Score: Spurs-Celtics

January 6, 2011 by Daniel M 3 Comments

Recently, I developed a method for analyzing single games through the Advanced Statistical Plus/Minus (ASPM) lens. Basically, in order to keep the data in the range where the weights for the stats makes sense (some of the weights are nonlinear), I add several games worth of average stats to the player’s stat line. I then … [Read more…]

Posted in: Advanced SPM, ASPM Box Score, NBA Stats Tagged: Advanced SPM, Box Score Analysis, NBA, Statistics
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