Rでスポーツ統計

Rでスポーツ統計

パッケージ†

• SportsAnalytics: Infrastructure for Sports Analytics
• pitchRx: Tools for Collecting and Visualizing Major League Baseball PITCHf/x Data

サイト†

スポーツ全般†

• NESSIS 2013: The future of sports statistics is here!

野球統計 - R でマネーボール？†

• Baseball: Probability of winning conditional on runs, hits, walks and errors
• Yet Another Baseball Defense Statistic
• Joseph Adler 著(2010):BASEBALL HACKS, O'REILLY
• Using R to Analyze Baseball Games in "Real Time"
• Adler, J. (2004). Analyzing Baseball Stats with R
• Clustering Baseball Data with Weka: イチローのヒット傾向
• Baseball, T-tests and statistical surprises
• Home Runs heating up?
• "Home Runs by Park – 2011 Season" or "Man the Astros Sucked This Year"
• The New York Yankees Payroll vs Everyone Else (Major League Baseball)
• Example 9.27: Baseball and shrinkage
• Mariano Rivera’s baseball prowess, illustrated with R Mariano Rivera’s baseball prowess, illustrated with R
• Lahman: Sean Lahman's Baseball Database
  • Lahman: A New R Package for Baseball Stats
• Analyzing Baseball Data with R
  • Analyzing Baseball Data with R

サッカー†

• Stan goes to the World Cup
• Brazil’s Host Advantage
• 2014 World Cup Squads
• Three hours of pure soccer emotion, visualized with R
• Win Your Fantasy Football Auction Draft: Calculate the Optimal Players to Draft with this Shiny App in R

NFL†

• Some light data munging with R, with an application to ranking NFL Teams
• The NFL: Pass or Lose
• NYT uses R to investigate NFL draft picks

トライアスロン†

• plyr, ggplot2 and triathlon results, part II

大相撲†

• 大相撲のアノーマリー

オリンピック†

• London Olympics and a prediction for the 100m final
• At A Glance View of the 2012 Olympics Heptathlon Performances
• Sochi Olympic Medals
• Can This Clever Statistical Model Predict Olympic Medal Winners?

バスケ†

• And the most loyal fans in the NBA are…

スカッシュ†

• Analysing squash performance using fitbit data

文献リスト†

1. Rによるスポーツ統計学 青柳 領 (著) , 櫂歌書房 (2010/11)
2. Journal of Quantitative Analysis in Sports

最新の20件