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753A01 Sports Analytics

Course information


Lectures and reading material

This page will be updated when new info becomes available.
The slides with (*) may still be updated.
  • Introduction (Patrick Lambrix)
    • slides
    • reading material
      • Swartz T, Where Should I Publish My Sports Paper?, The American Statistician, 2018. doi, pdf
      • See reference section in slides
  • Ice Hockey Analytics research at IDA (Patrick Lambrix)
    • slides - Player performance in ice hockey
    • video - Player performance in ice hockey
    • video - Ranking of players in ice hockey
    • reading material
      • Ljung D, Carlsson N, Lambrix P, Player pairs valuation in ice hockey, 5th Workshop on Machine Learning and Data Mining for Sports Analytics, 82-92, Dublin, Ireland, 2018. pdf, doi
      • Sans Fuentes C, Carlsson N, Lambrix P, Player impact measures for scoring in ice hockey, MathSport International 2019 Conference, 307-317, Athens, Greece, 2019. pdf
      • Lehmus Persson T, Kozlica H, Carlsson N, Lambrix P, Prediction of tiers in the ranking of ice hockey players, 7th Workshop on Machine Learning and Data Mining for Sports Analytics, 89-100, Gent, Belgium, 2020. pdf, doi
  • Football Analytics research at IDA (Patrick Lambrix)
    • slides - Player valuation in European football
    • reading material
      • Nsolo E, Lambrix P, Carlsson N, Player valuation in European football, 5th Workshop on Machine Learning and Data Mining for Sports Analytics, 42-54, Dublin, Ireland, 2018. pdf, doi
  • Basketball Analytics research at IDA (Patrick Lambrix)
    • (*) slides - NBA game prediction and season simulation
  • Football Analytics at Signality (Ludvig Jacobsson)
    • reading material
        Lindström, Jacobsson L, Carlsson N, Lambrix P, Predicting Player Trajectories in Shot Situations in Soccer, 6th Workshop on Machine Learning and Data Mining for Sports Analytics, 2019. pdf, doi
  • Baseball Analytics (Marcus Bendtsen)
    • reading material
      • Bendtsen M, Regimes in baseball players' career data, Data Mining and Knowledge Discovery 31(6):1580-1621, 2017. doi
  • Ice hockey Analytics (Mikael Vernblom)
  • student presentations (2022)
  • student presentations earlier years


Page responsible: Patrick Lambrix
Last updated: 2022-03-30