Great Lakes Analytics in Sports Conference
Data Scientist | Allstate
Improving Long-Term MLS Roster
Management with Survival Analysis
As Major League Soccer teams expand their academy and reserve squad structures, the ability to develop youth prospects becomes increasingly important. Kevin will discuss how to use models from survival analysis to incorporate those prospects in creating a framework for smarter long-term roster management. Attendees will learn what the current state of prospect development in MLS looks like, how to model and measure certain time-to-event processes related to those prospects, and what benefits can be gained from approaching squad planning with a probabilistic mindset.
Kevin Minkus is a data scientist at Allstate in Chicago. He is also a contributor to American Soccer Analysis, a blog focused on applying advanced stats to Major League Soccer, and occasionally consults for professional teams.
Follow Kevin on Twitter
Watch a video of Kevin's GLASC presentation
View slides of Kevin's GLASC presentation
Listen to a podcast interview with Kevin and GLASC director Scott Tappa
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