This is a list of select recent publications. For a complete list, consult my CV here.
Hejazi NS, Kherad-Pajouh S, van der Laan MJ, Hubbard AE (2017). Variance stabilization of targeted estimators of causal parameters in high-dimensional settings. [PDF]
Cai W, Hejazi NS, Hubbard AE (2017). Data-adaptive statistics for multiple hypothesis testing in high-dimensional settings. [PDF]
Hejazi NS, Hubbard AE, van der Laan MJ (2017). Data-adaptive and nonparametric analysis of differential methylation with variable importance measures.
Hejazi NS, Phillips RV, Hubbard AE, van der Laan MJ (2017).
Targeted and model-free analysis of differential methylation in R.
Cai W, Hubbard AE, Hejazi NS (2017).
adaptest: Data-adaptive statistics
for high-dimensional multiple hypothesis testing in R.
Coyle JR, Hejazi NS (2017).
origami: A generalized framework for
cross-validation in R. The Journal of Open Source
Hejazi NS (2017). Generalized application of empirical Bayes statistics to asymptotically linear parameters. Master’s thesis, Division of Biostatistics, University of California, Berkeley. [PDF]