Sports Performance Measurement and Analytics: The Science of Assessing Performance, Predicting Future Outcomes, Interpreting Statistical Models, and Evaluating the Market Value of Athletes
By Lorena Martin
Programs and Data to Accompany "Sports Performance Measurement and Analytics: The Science of Assessing Performance, Predicting Future Outcomes, Interpreting Statistical Models, and Evaluating the Market Value of Athletes" Martin (2016).
Note that many R programs contain library commands for bringing in R functions included in packages. To run these programs, the user needs to first install the packages in his/her R environment.
R programs were tested under R 3.2.3 on Mac OS 10.9.5.
| Book Location | Description of Directory or File | File Name |
| SPMA Chapter 5 | National Football League Combine Data | NFLcombine.csv |
| National Football League Team Performance | NFLteam.csv | |
| National Football League AFC and NFC Conferences | NFLafcnfc.csv | |
| National Football League Combine Performance and Player Position (R) | spma_exhibit_5_1.R | |
| National Football League Team Analyses (R) | spma_exhibit_5_2.R | |
| SPMA Chapter 6 | National Basketball Association Draft Data | nbadraft.csv |
| NBA Basketball Player Gametime Performance | BasketballDatasetAnalysis.csv | |
| National Basketball Association Draft Performance and Player Position (R) | spma_exhibit_6_1.R | |
| NBA Basketball Player Gametime Performance (R) | spma_exhibit_6_2.R | |
| SPMA Chapter 7 | Major League Baseball Performance Measures Data | MLBdata.csv |
| Major League Baseball Performance and Player Position (R) | spma_exhibit_7_1.R | |
| Major League Baseball Batting Performance by Player Position (R) | spma_exhibit_7_2.R | |
| SPMA Chapter 8 | Union of European Football Associations Assists Data | goalassist.csv |
| Union of European Football Associations Goals Scored Data | goalscored.csv | |
| Union of European Football Associations Passes Attempted and Completed by Defenders | UEFAdefense.csv | |
| Union of European Football Associations Passes Attempted and Completed by Goalies | UEFAgoalies.csv | |
| Union of European Football Associations Passes Attempted and Completed by Midfielders | UEFAmidfielder.csv | |
| UEFA Champions League Leaders in Assists and Goals Scored by Player Position (R) | spma_exhibit_8_1.R | |
| UEFA Champions League Passes Attempted and Completed by Player Position (R) | spma_exhibit_8_2.R | |
| SPMA Chapter 9 | Association of Tennis Professionals (ATP-Mens Professional Tennis) Data | ATPearnings.csv |
| Womens Tennis Association (WTA-Womens Professional Tennis) Data | WTAearnings.csv | |
| Association of Tennis Professionals (ATP - Mens Professional Tennis Ranking) Top#100 Data | ATPtop100earnings.csv | |
| Womens Tennis Association (WTA - Womens Professional Tennis Ranking) Top#100 Data | WTAtop100earnings.csv | |
| ATP and WTA Overall Earnings by Country (R) | spma_exhibit_9_1.R | |
| ATP and WTA Top #100 Earnings by Rank and Sex (R) | spma_exhibit_9_2.R |