EPISODE · May 5, 2021 · 1H 14M
Michael McRoberts | Football Analytics and Data-Driven Decisions
from Data & Science with Glen Wright Colopy · host podofasclepius
Michael McRoberts | Football Analytics and Data-Driven Decisions Michael McRoberts (Championship Analytics Inc.) uses Monte Carlo simulations to provide strategy analytics to college and NFL football teams. Topics include communicating data-driven recommendations, the need to create counterfactual data, and asymmetric decision rewards. 0:00 The challenge of sports analytics 5:00 Analytics recommendations 16:00 Communicating data-driven recommendations 24:35 Vegas Odds & Ancillary Data 30:00 Football is way behind / Data science projects with a "runway" 41:25 Creating experiments and counterfactuals 49:30 Implementing data science insights 56:15 Asymmetric decision rewards 58:50 How to start in sports analytics 1:10:00 Data science vs analytics vs statistics
What this episode covers
Michael McRoberts | Football Analytics and Data-Driven Decisions Michael McRoberts (Championship Analytics Inc.) uses Monte Carlo simulations to provide strategy analytics to college and NFL football teams. Topics include communicating data-driven recommendations, the need to create counterfactual data, and asymmetric decision rewards. 0:00 The challenge of sports analytics 5:00 Analytics recommendations 16:00 Communicating data-driven recommendations 24:35 Vegas Odds & Ancillary Data 30:00 Football is way behind / Data science projects with a "runway" 41:25 Creating experiments and counterfactuals 49:30 Implementing data science insights 56:15 Asymmetric decision rewards 58:50 How to start in sports analytics 1:10:00 Data science vs analytics vs statistics
NOW PLAYING
Michael McRoberts | Football Analytics and Data-Driven Decisions
No transcript for this episode yet
Similar Episodes
Mar 26, 2026 ·1m
Jan 2, 2026 ·47m
Dec 21, 2025 ·46m