activity
20102021
most citedA Multiresolution Stochastic Process Model for Predicting Basketball Possession Outcomes

149 citations · 529 across the 35 of their papers we have counts for

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13 papers · 1 filter

stat.AP2020★ 1 cited

Estimating locomotor demands during team play from broadcast-derived tracking data

Jacob Mortensen, Luke Bornn

The introduction of optical tracking data across sports has given rise to the ability to dissect athletic performance at a level unfathomable a decade ago. One specific area that h…

stat.AP2019★ 19 cited

Measuring Spatial Allocative Efficiency in Basketball

Nathan Sandholtz, Jacob Mortensen, Luke Bornn

Every shot in basketball has an opportunity cost; one player's shot eliminates all potential opportunities from their teammates for that play. For this reason, player-shot efficien…

stat.AP2019★ 9 cited

Home Sweet Home: Quantifying Home Court Advantages For NCAA Basketball Statistics

Matthew van Bommel, Luke Bornn, Peter Chow-White +1

Box score statistics are the baseline measures of performance for National Collegiate Athletic Association (NCAA) basketball. Between the 2011-2012 and 2015-2016 seasons, NCAA team…

stat.AP2019

Using In-Game Shot Trajectories to Better Understand Defensive Impact in the NBA

Luke Bornn, Daniel Daly-Grafstein

As 3-point shooting in the NBA continues to increase, the importance of perimeter defense has never been greater. Perimeter defenders are often evaluated by their ability to tightl…

stat.AP2019

Winning Is Not Everything: A contextual analysis of hockey face-offs

Nick Czuzoj-Shulman, David Yu, Christopher Boucher +2

This paper takes a different approach to evaluating face-offs in ice hockey. Instead of looking at win percentages, the de facto measure of successful face-off takers for decades,…

stat.AP2019★ 2 cited

Playing Fast Not Loose: Evaluating team-level pace of play in ice hockey using spatio-temporal possession data

David Yu, Christopher Boucher, Luke Bornn +1

Pace of play is an important characteristic in hockey as well as other team sports. We provide the first comprehensive study of pace within the sport of hockey, focusing on how tea…