web analytics

2011 vs. 2012 Comparison

I created a package of charts comparing each player’s Advanced Statistical Plus/Minus (ASPM) between 2011 and 2012 (through the All-Star break). You can select any player, anywhere in the viz, and the player will be highlighted on all of the other views, for both 2011 and 2012. You can also select multiple players (hold down CTRL) and compare them.

Read the full explanation and derivation of ASPM to understand the numbers.

Enjoy!

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To-Do List

  1. Salary and contract value discussions and charts
  2. Multi-year APM/RAPM with aging incorporated
  3. Revise ASPM based on multi-year RAPM with aging
  4. ASPM within-year stability/cross validation
  5. Historical ASPM Tableau visualizations
  6. Create Excel VBA recursive web scraping tutorial
  7. Comparison of residual exponents for rankings
  8. Comparison of various "value metrics" ability to "explain" wins
  9. Publication of spreadsheets used
  10. Work on using Bayesian priors in Adjusted +/-
  11. Work on K-Means clustering for player categorization
  12. Learn ridge regression
  13. Temporally locally-weighted rankings
  14. WOWY as validation of replacement level
  15. Revise ASPM with latest RAPM data
  16. Conversion of ASPM to" wins"
  17. Lineup Bayesian APM
  18. Lineup RAPM
  19. Learn SQL