Recent Publications

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. Causal mediation analysis for stochastic interventions. 2019.

Preprint Code Project Project

. Supervised variance moderation of locally efficient estimators, with applications in high-dimensional biology. 2019.

Preprint Code Project Slides

. Generally efficient nonparametric inference under two-phase sampling, with applications to stochastic interventions. 2019.

Code Project Slides

. adaptest: Data-adaptive statistics for high-dimensional testing in R. In JOSS, 2018.

PDF Code Project Source Document Documentation

. methyvim: Targeted, robust, and model-free differential methylation analysis. In F1000Research, 2018.

PDF Code Project Slides Source Document Documentation

. origami: A generalized framework for cross-validation in R. In JOSS, 2018.

PDF Code Project Source Document Documentation

. biotmle: Targeted Learning for biomarker discovery. In JOSS, 2017.

PDF Code Project Source Document Documentation

. Generalized application of empirical Bayes statistics to asymptotically linear parameters. Master’s thesis, Graduate Division, University of California, Berkeley, 2017.

PDF Code Project Slides

. Data-adaptive statistics for multiple hypothesis testing in high-dimensional settings. 2017.

Preprint Code