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Expected goals model with pre-shot movement, Part 2: Historic team and player results

In the last post, we introduced a new expected goals (xG) model. It incorporates pre-shot movement, which made it more accurate than existing public xG models when predicting which shots would be goals. However, we use xG models for far more than looking at individual shots. By aggregating expected goals at the player and team level, we can get a better sense of how each of them performs.
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Aiheet: mallintaminen analyysi ennuste jääkiekko urheilupeli suoritusstatistiikka tilastot
Aihealueet: urheilukilpailut
Toimittajat: Hockey Graphs
Julkaistu: 2019
Painos: 13. August 2019
Julkaisutyypit: elektroninen julkaisu
Kieli: englanti (kieli)
Taso: kehittynyt