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portfolio

publications

Estimating an NBA players impact on his teams chances of winning

Association of playing high school football with cognition and mental health later in life

A hierarchical Bayesian model of pitch framing

Simultaneous variable and covariance selection with the multivariate spike-and-slab LASSO

Expected hypothetical completion probability

Observational study of the association between participation in high school football and self-rated health, obesity, and pain in adulthood

The association between football participation in adolescence and mental health in early adulthood

Causal inference with two versions of treatment

Approximate cross-validation for structured models

Collision sports participation and cognitive aging among Swedish twins

Retrospective survey of youth sports participation: development and assessment of reliability using school records

Measuring the robustness of Gaussian processes to kernel choice

Hemoglobin levels among male agricultural workers: Analyses from the Demographic and Health surveys to investigate a marker for chronic kidney disease of uncertain etiology

Crime in Philadelphia: Bayesian Clustering with Particle Optimization

Bayesian causal forests and the 2022 ACIC Data Challenge: Scalability and sensitivity

A Bayesian analysis of the time through the order penalty in baseball

Interaction of surface type, temperature, and week of season on diagnosed concussion risk in Americal football: Bayesian analysis of 8 seasons of National Football League data

Evaluating plate discipline in Major League Baseball with Bayesian additive regression trees

Pre-analysis protocol for an observational study on the effects of adolescent sports participation on health in early adulthood

Are you using test log-likelihood correctly?

New directions in algebraic statistics: Three challenges from 2023

Estimating sparse direct effects in multivariate regression with the spike-and-slab LASSO

Confidently comparing estimators with the c-value

Adolescent sports participation and health in early adulthood: An observational study

Posterior contraction and uncertainty quantification for the multivariate spike-and-slab LASSO

A Bayesian classification tree approach to treatment effect variation with noncompliance

Moving from machine learning to Statistics: The case of expected points in American football

VCBART: Bayesian trees for varying coefficients

Scalable piecwise smoothing with BART

Oblique Bayesian additive regression trees

flexBART: Flexible Bayesian regression trees with categorical predictors

talks

Simultaneous variable and covariance selection with the multivariate spike-and-slab LASSO

Simultaneous variable and covariance selection with the multivariate spike-and-slab LASSO

Simultaneous variable and covariance selection with the multivariate spike-and-slab LASSO

Estimating the health consequences of playing football: evidence from observational studies

Estimating the health consequences of playing football: evidence from observational studies

Estimating the health consequences of playing football: evidence from observational studies

Approximate multiple shrinkage for clustered regression

Estimating the health consequences of playing football: evidence from observational studies

Expected hypothetical completion probability

Bayesian clustered regressions with particle optimization

teaching