3 citations · 8 across the 14 of their papers we have counts for
3 papers · 2 filters
Moving from Machine Learning to Statistics: the case of Expected Points in American football
Ryan S. Brill, Ryan Yee, Sameer K. Deshpande +1
Expected points is a value function fundamental to player evaluation and strategic in-game decision-making across sports analytics, particularly in American football. To estimate e…
Heterogeneous Treatment Effect Estimation under Noncompliance in the Illinois Workplace Wellness Study with Bayesian Tree Ensembles
Jared D. Fisher, David W. Puelz, Sameer K. Deshpande
Estimating varying treatment effects in randomized trials with noncompliance is inherently challenging since variation comes from two separate sources: variation in the impact itse…
Adolescent sports participation and health in early adulthood: An observational study
Ajinkya H. Kokandakar, Yuzhou Lin, Steven Jin +5
We study the impact of teenage sports participation on early-adulthood health using longitudinal data from the National Study of Youth and Religion. We focus on two primary outcome…