Tutorvo

Home advantage & match prediction with Poisson goals

Lesson 8 of 818 minLab

This lesson is part of the course

In this lesson

You estimate how many goals Northbridge and Kestrel should score, turn that into goal probabilities with POISSON.DIST and add them up to win, draw and loss probabilities.

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Lessons in this course

  1. League table from match results: points, goal difference & tiebreaksLab16 min Locked
  2. Per-90 and per-game stats: fair comparisonsLab13 min Locked
  3. Shooting efficiency: eFG% and true shooting % (basketball)Lab14 min Locked
  4. Expected goals (xG): sums, over- and under-performanceLab15 min Locked
  5. Elo ratings: expected score, K-factor & rating updateLab15 min Locked
  6. Pythagorean expectation: win % from points for and againstLab14 min Locked
  7. Player comparison: z-scores & a weighted composite scoreLab16 min Locked
  8. Home advantage & match prediction with Poisson goalsLab18 min Locked