Research
Hockey research, studies, and analytics resources.
A central hub for NBI Hockey research projects and a curated library of hockey analytics papers, PDFs, articles, and methodology resources from around the sport.
NBI Hockey Research
Research Library
Favourite hockey analytics resources
A curated collection of public hockey analytics research, PDFs, articles, methodology posts, and useful resources from other analysts, writers, and researchers.
How can Hockey’s ‘GameScore’ be Adapted for General Audiences?
Nick Lacoste
Open Resource →
The Importance and Value of Hockey Simulations
Luke Perrett
Open Resource →
Total Hockey Rating (THoR): A comprehensive statistical rating of National Hockey League forwards and defensemen based upon all on-ice events
Michael Schuckers, James Curro
Open Resource →
The Hot Hand: A New Approach to an Old “Fallacy”
Andrew Bocskocsky, John Ezekowitz, Carolyn Stein
Open Resource →
Assessing the offensive productivity of NHL players using in-game win probabilities
Stephen Pettigrew
Open Resource →
How Much Do Coaches Matter
Christopher Berry, Anthony Fowler
Open Resource →
Choke or Shine? Quantifying Soccer Players' Abilities to Perform Under Mental Pressure
Lotte Bransen, Pieter Robberechts, Jan Van Haaren, Jesse Davis
Open Resource →
Playing Fast Not Loose: Evaluating team-level pace of play in ice hockey using spatio-temporal possession data
David Yu, Christopher Boucher, Luke Bornn, Mehrsan Javan
Open Resource →
Winning Isn’t Everything – A contextual analysis of hockey face-offs
Nick Czuzoj-Shulman, David Yu, Christopher Boucher, Luke Bornn, Mehrsan Javan
Open Resource →
PFF WAR: Modeling Player Value in American Football
Eric Eager, George Chahrouri
Open Resource →
Player Chemistry: Striving for a Perfectly Balanced Soccer Team
Lotte Bransen, Jan Van Haaren
Open Resource →
The right place at the right time: Advanced off-ball metrics for exploiting an opponent’s spatial weakenesses in soccer
Sergio Llana, Pau Madrero, Javier Fernández
Open Resource →
Extracting Player Tracking Data from Video Using Non-Stationary Cameras and a Combination of Computer Vision Techniques
Neil Johnson
Open Resource →
Making Offensive Play Predictable - Using a Graph Convolutional Network to Understand Defensive Performance in Soccer
Michael Stöckl, Thomas Seidl, Daniel Marley, Paul Power
Open Resource →
Understanding why shooters shoot - An AI-powered engine for basketball performance profiling
Alejandro Rodriguez Pascal, Ishan Mehta, Muhammad Khan, Rose Yu, Frank Rodriz
Open Resource →
Beyond action valuation: A deep reinforcement learning framework for optimizing player decisions in soccer
Pegah Rahimian, Jan Van Haaren, Togzhan Abzhanova, Laszlo Toka
Open Resource →
Estimating Positional Plus-Minus in the NBA
Hua Gong, Su Chen
Open Resource →
Competitive Balance in Professional Sports: A Multidimensional Perspective
Levi Bognar, Scott A. Brave, R. Andrew Butters, Kevin A. Roberts
Open Resource →
Player Pressure Map - A Novel Representation of Pressure in Soccer for Evaluating Player Performance in Different Game Contexts
Chaoyi Gu, Jaming Na, Yisheng Pei, Varuna De Silva
Open Resource →
How Much Do Faceoffs Matter? Translating Faceoffs to Goals, Wins, and Championships in Hockey
Tad Berkery, Chase Seibold, Max Stevens, Justin Nam, Anton Dahbura
Open Resource →
Building A Bayesian Prediction Model For NCAA Hockey
Ryan Skies
Open Resource →
How often does the Best Team Win?
JLikens
Open Resource →