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Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned
13 references·0 citing·47 second hop
Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned (2024)Methodology and evaluation in sports anal…Measurement and Fairness (2021)Measurement and FairnessA Goal Scoring Probability Model for Shots Based on Synchronized Positional and Event Data in Football (Soccer) (2021)A Goal Scoring Probability Mo…Sports analytics — Evaluation of basketball players and team performance (2020)Sports analytics — Evaluation…PlayeRank (2019)PlayeRankActions Speak Louder than Goals (2019)Actions Speak Louder than Goa…Multicalibration: Calibration for the (Computationally-Identifiable) Masses (2018)Multicalibration: Calibration…Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation (2018)Deep Reinforcement Learning i…Handbook of Statistical Methods and Analyses in Sports (2017)Handbook of Statistical Metho…A note on the validity of cross-validation for evaluating autoregressive time series prediction (2017)A note on the validity of cro…Research Priorities for Robust and Beneficial Artificial Intelligence (2015)Research Priorities for Robus…POINTWISE: Predicting Points and Valuing Decisions in Real Time with NBA Optical Tracking Data (2014)POINTWISE: Predicting Points …Comprehensive Review of Neural Network-Based Prediction Intervals and New Advances (2011)Comprehensive Review of Neura…Do Firms Maximize? 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References

  • 2017A note on the validity of cross-validation for evaluating autoregressive time series prediction770 cited
  • 2011Comprehensive Review of Neural Network-Based Prediction Intervals and New Advances702 cited
  • 2015Research Priorities for Robust and Beneficial Artificial Intelligence637 cited
  • 2021Measurement and Fairness362 cited
  • 2019Actions Speak Louder than Goals248 cited
  • 2006Do Firms Maximize? Evidence from Professional Football217 cited
  • 2020Sports analytics — Evaluation of basketball players and team performance212 cited
  • 2019PlayeRank179 cited
  • 2021A Goal Scoring Probability Model for Shots Based on Synchronized Positional and Event Data in Football (Soccer)139 cited
  • 2018Multicalibration: Calibration for the (Computationally-Identifiable) Masses101 cited
  • 2014POINTWISE: Predicting Points and Valuing Decisions in Real Time with NBA Optical Tracking Data101 cited
  • 2017Handbook of Statistical Methods and Analyses in Sports96 cited
  • 2018Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation89 cited

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