80 citations · 214 across the 10 of their papers we have counts for
3 papers · 1 filter
Augmenting Adjusted Plus-Minus in Soccer with FIFA Ratings
Francesca Matano, Lee F. Richardson, Taylor Pospisil +2
In basketball and hockey, state-of-the-art player value statistics are often variants of Adjusted Plus-Minus (APM). But APM hasn't had the same impact in soccer, since soccer games…
RFCDE: Random Forests for Conditional Density Estimation
Taylor Pospisil, Ann B. Lee
Random forests is a common non-parametric regression technique which performs well for mixed-type data and irrelevant covariates, while being robust to monotonic variable transform…
ABC-CDE: Towards Approximate Bayesian Computation with Complex High-Dimensional Data and Limited Simulations
Rafael Izbicki, Ann B. Lee, Taylor Pospisil
Approximate Bayesian Computation (ABC) is typically used when the likelihood is either unavailable or intractable but where data can be simulated under different parameter settings…