Quantifying Heterogeneity in the Causal Impact of Abortion Restrictions
(2025). Quantifying Heterogeneity in the Causal Impact of Abortion Restrictions. 2 papers in Journal of the American Medical Association.pdf (Fertility paper) pdf (Infant mortality paper) Code (fertility) Code (infant mortality)
Sensitivity to Unobserved Confounding in Studies with Factor-structured Outcomes
(2023). Sensitivity to Unobserved Confounding in Studies with Factor-structured Outcomes. Journal of the American Statistical Association.
Learning Gaussian Graphical Models with Latent Confounders
(2023). Learning Gaussian Graphical Models with Latent Confounders. Journal of Multivariate Analysis.
An aging clock using metabolomic CSF
(2021). An aging clock using metabolomic CSF. The Journals of Gerontology: Series A.Nonstandard conditionally specified models for nonignorable missing data
(2020). Nonstandard conditionally specified models for nonignorable missing data. Proceedings of the National Academy of Sciences.
Modeling player and team performance in basketball
(2020). Modeling player and team performance in basketball. Annual Review of Statistics and Its Application.
Shared subspace models for multi-group covariance estimation
(2019). Shared subspace models for multi-group covariance estimation. Journal of Machine Learning Research.
Flexible sensitivity analysis for observational studies without observable implications
(2019). Flexible sensitivity analysis for observational studies without observable implications. Journal of the American Statistical Association.
DART-ID increases single-cell proteome coverage
(2019). DART-ID increases single-cell proteome coverage. PLoS computational biology.
Refining cellular pathway models using an ensemble of heterogeneous data sources
(2018). Refining cellular pathway models using an ensemble of heterogeneous data sources. The Annals of Applied Statistics.
Post-transcriptional regulation across human tissues
(2017). Post-transcriptional regulation across human tissues. PLoS computational biology.
Studying Basketball Through the Lens of Player Tracking Data
(2016). Studying Basketball Through the Lens of Player Tracking Data. Handbook of Statistical Methods for Design and Analysis in Sports.
Meta-analytics: tools for understanding the statistical properties of sports metrics
(2016). Meta-analytics: tools for understanding the statistical properties of sports metrics. Journal of Quantitative Analysis in Sports.
Estimating a Structured Covariance Matrix From Multilab Measurements in High-Throughput Biology
(2015). Estimating a Structured Covariance Matrix From Multilab Measurements in High-Throughput Biology. Journal of the American Statistical Association.
A mixture-of-modelers approach to forecasting NCAA tournament outcomes
(2015). A mixture-of-modelers approach to forecasting NCAA tournament outcomes. Journal of Quantitative Analysis in Sports.