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05/09/2023
Evaluating plate discipline in Major League Baseball with Bayesian Additive Regression Trees
We introduce a three-step framework to determine, on a per-pitch basis, ...
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12/01/2022
Are you using test log-likelihood correctly?
Test log-likelihood is commonly used to compare different models of the ...
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11/08/2022
A new BART prior for flexible modeling with categorical predictors
Default implementations of Bayesian Additive Regression Trees (BART) rep...
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11/03/2022
Protocol for an observational study on the effects of adolescent sports participation on health in early adulthood
We will study the impact of adolescent sports participation on early-adu...
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11/03/2022
Sensitivity of Bayesian Casual Forests to Modeling Choices: A Re-analysis of the 2022 ACIC Data Challenge
We demonstrate how Hahn et al.'s Bayesian Causal Forests model (BCF) can...
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10/13/2022
A Bayesian analysis of the time through the order penalty in baseball
As a baseball game progresses, batters appear to perform better the more...
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09/09/2022
On the posterior contraction of the multivariate spike-and-slab LASSO
We study the asymptotic properties of the multivariate spike-and-slab LA...
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07/14/2022
Sparse Gaussian chain graphs with the spike-and-slab LASSO: Algorithms and asymptotics
The Gaussian chain graph model simultaneously parametrizes (i) the direc...
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06/11/2021
Measuring the sensitivity of Gaussian processes to kernel choice
Gaussian processes (GPs) are used to make medical and scientific decisio...
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02/19/2021
Confidently Comparing Estimators with the c-value
Modern statistics provides an ever-expanding toolkit for estimating unkn...
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06/23/2020
Approximate Cross-Validation for Structured Models
Many modern data analyses benefit from explicitly modeling dependence st...
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03/13/2020
VC-BART: Bayesian trees for varying coefficients
The linear varying coefficient (VC) model generalizes the conventional l...
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11/30/2019
Crime in Philadelphia: Bayesian Clustering with Particle Optimization
Accurate estimation of the change in crime over time is a critical first...
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10/27/2019
Expected Hypothetical Completion Probability
Using high-resolution player tracking data made available by the Nationa...
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02/26/2019
Protocol for an Observational Study of the Association of High School Football Participation on Health in Late Adulthood
American football is the most popular high school sport and is among the...
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08/12/2018
Protocol for an observational study on the effects of playing football in adolescence on mental health in early adulthood
More than 1 million students play high school American football annually...
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07/27/2018