web analytics

Chosen Stats

Carefully Chosen Sports Stats — Daniel Myers

  • Blog Home
  • Box Plus/Minus
    • ASPM and VORP
    • 2014 ASPM
    • 2013 ASPM
    • 2012 ASPM
    • 2011 ASPM
    • Historical NBA ASPM
    • NCAA ASPM
  • Current Golf Ratings
  • Contact

NBA Stats

RAPM vs. MPG (A Look at Replacement Level)

October 30, 2012 by Daniel M Leave a Comment

One of the big ongoing questions in NBA stats and player valuation is where to set “replacement level”.  I believe an empirical approach to determining that level is best. Jeremias Engelmann has produced an outstanding resource in his 12 year average RAPM data.  Since so many years are used, it is quite stable; however, one … [Read more…]

Posted in: NBA Stats Tagged: Adjusted +/-, NBA, Player Ratings, RAPM, Replacement Level, Stat Theory, Statistics, Tableau Charts, Visualization

2013 NBA ASPM Team Projections

October 29, 2012 by Daniel M 1 Comment

Here are my 2013 NBA Team Projections, based on my ASPM player projections. For playing time, I roughly used ESPN’s Fantasy Projections, tweaked so each team totaled 475% of the minutes (I assumed the rest of the minutes would go to replacement level (-3.25) players). Here are my regular season projections: I have updated these … [Read more…]

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

Quick Chart: ASPM vs RAPM, 2003-2011

October 3, 2012 by Daniel M Leave a Comment

This is some old data, used in the derivation & analysis of Advanced Statistical Plus/Minus (ASPM), but I thought I’d repost it here in a more sortable/filterable/useable form. Regularized Adjusted Plus/Minus (RAPM) data from Jeremias Engelmann. Powered by Tableau

Posted in: NBA Stats Tagged: Adjusted +/-, Advanced SPM, Charts, NBA, RAPM, Statistics, Tableau Charts, Visualization

2012 NBA VORP per Game Vizualization

June 5, 2012 by Daniel M Leave a Comment

Just playing around with Tagxedo. Here are the top 100 players of the 2012 NBA regular season, as measured by VORP-Gm (VORP per game played), only including play for the team the player ended up with (if traded).

Posted in: NBA Stats Tagged: Advanced SPM, NBA, Player Ratings, Visualization

Adjusted 4-Factors Visualization

February 22, 2012 by Daniel M 2 Comments

Evan Zamir at The City recently unveiled Adjusted 4-Factors at the individual level, using a 2.5 year sample size and a Ridge Regression approach. The results are very interesting. Here, I’m simply converting his initial work into an interactive visualization. Powered by Tableau

Posted in: NBA Stats Tagged: NBA, Player Ratings, RAPM, Statistics, Visualization

Visualization: 2012 VORP Treemap

January 27, 2012 by Daniel M 2 Comments

Inspired by Evan Zamir’s use of a treemap to visualize WARP over at The City, I created a treemap to visualize ASPM VORP for the 2012 season-to-date.  I used Google Docs and the treemap-gviz widget to construct the visualization.  I used the latest iteration of the ASPM framework to compile the data, and selected for … [Read more…]

Posted in: NBA Stats Tagged: Advanced SPM, Charts, NBA, Treemap, Visualization

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

Bayesian Power Ratings: NBA Finals Edition

May 27, 2011 by Daniel M 2 Comments

I have updated my Bayesian Power Ratings, using the techniques described in previous posts:
On Bayesian Predictive Efficiency Ratings
NBA Final Regular Season Bayesian Efficiency Ratings
Here are the Bayesian Ratings, updated through the end of the conference finals:

Posted in: NBA Stats Tagged: Bayesian Analysis, Google Motion Charts, NBA, NBA Playoffs, Team Ratings, Visualization

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
« Previous 1 2 3 … 5 Next »
Tweets by @DSMok1

Topics

  • Statistics
  • NBA
  • Team Ratings
  • Player Ratings
  • Bayesian Analysis
  • Stat Theory
  • Visualization
  • Advanced SPM
  • Projections
  • NBA Playoffs
  • Google Motion Charts
  • With-or-Without-You
  • NCAA Basketball
  • Tableau Charts
  • RAPM
  • NCAA Tournament
  • Charts
  • Adjusted +/-
  • Game Prediction
  • VORP
  • Box Score Analysis
  • Trade Analysis
  • NFL Football
  • Hall Rating
  • Hall of Fame
  • Sports History
  • Gallery
  • Salaries
  • NCAA Football
  • Replacement Level

Basketball Stats

  • APBRmetrics Forum
  • Popcorn Machine GameFlows
  • Basketball Reference Blog
  • HoopData
  • Count the Basket

Football Stats

  • Advanced NFL Stats
  • Pro Football Reference
  • Football Outsiders: College

Baseball Stats

  • THE BOOK blog
  • Beyond the Box Score
  • FanGraphs
  • The Hardball Times
  • The Baseball Analysts
  • Sabermetric Research

NBA

  • Daily Thunder
  • Draft Express

Recent Comments

  • AJ on Box Plus/Minus
  • Daniel M on Box Plus/Minus
  • Daniel M on Box Plus/Minus
  • Daniel M on Contact
  • kasra on Contact
  • James H on Box Plus/Minus
  • Leon on Box Plus/Minus
  • Faris Bdair on Box Plus/Minus
  • Daniel M on Box Plus/Minus
  • Faris Bdair on Box Plus/Minus

Copyright © 2025 Chosen Stats.

Alpha WordPress Theme by themehall.com