Recent Publications

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W Cai, AE Hubbard, NS Hejazi. adaptest: Data-adaptive statistics for high-dimensional testing in R. In JOSS, 2018.

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NS Hejazi, MJ van der Laan, HE Janes, PB Gilbert, DC Benkeser. Generally efficient nonparametric inference under two-phase sampling, with applications to stochastic interventions. 2018.

Code Project Slides

NS Hejazi, RV Phillips, AE Hubbard, MJ van der Laan. methyvim: Targeted, robust, and model-free differential methylation analysis. In F1000Research, 2018.

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

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NS Hejazi, S Kherad-Pajouh, MJ van der Laan, AE Hubbard. Variance moderation of locally efficient estimators in high-dimensional biology. 2017.

Preprint Code Project Slides

NS Hejazi, W Cai, AE Hubbard. biotmle: Targeted Learning for biomarker discovery. In JOSS, 2017.

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

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W Cai, NS Hejazi, AE Hubbard. Data-adaptive statistics for multiple hypothesis testing in high-dimensional settings. 2017.