Deep Dive into Offensive and Defensive Quality in the NHL

This article is written by ImPCT Sport. Make sure to give them a follow on Twitter @ImpctSport. In my previous publication, I covered the ImPCT Engine. The ImPCT engine is a machine learning based algorithm that was developed to process large amounts of sport related data and provide meaningful intelligence on the performance of players.Continue reading “Deep Dive into Offensive and Defensive Quality in the NHL”

Deep Learning Modeling of Hockey Game Contribution

The article below is written by Chris Tremblay from ImPCT Sport. Make sure you’re following them on Twitter @ImpctSport. They’ve created a player evaluation model based on machine learning, and here’s a short introduction to the model. More to come from ImPCT Sport in the future. Player profiles using the ImPCT engine Assessing player’s entireContinue reading “Deep Learning Modeling of Hockey Game Contribution”

Talent Distribution – Predictability (Part II)

I didn’t really plan to discuss predictability in this series about talent distribution, since the two are not directly connected. However, I was asked about it, and it does open up for a good discussion about descriptive vs. predictive modelling. I recommend reading part 1 before you read this piece. Descriptive vs. Predictive models TheContinue reading “Talent Distribution – Predictability (Part II)”

Game Projections

Here’s how the model compares to other public models: Here’s the log loss for each team: And here’s the log loss of each team compared to the imlplied odds: Game projections can be found daily on Twitter. All games will be updated here from time to time (Updated June 6th 2021). Betting Result I’ve alsoContinue reading “Game Projections”


Introduction The idea with this post is to explain all my statistical work up until this point. Most of it has already been explained in previous articles, but I want to collect it all in one place. And also add some insight on the thought process behind the models. I’m hoping to write this asContinue reading “Hockey-Statistics”


Something went wrong. Please refresh the page and/or try again.

%d bloggers like this: