Here is a list of select recent publications. For a complete list, consult my CV.
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 estimation and nonparametric inference for differential methylation analysis.
Hejazi NS, Phillips RV, Hubbard AE, van der Laan MJ (2017+). methyvim: Targeted and model-free analysis of differential methylation in R.
Hejazi NS, Benac K, Jewell NP (2017+). Immortal time bias analysis: Time-varying survival regression models and delayed-entry approaches.
van der Laan MJ, Hejazi NS (2017+). Optimal nonparametric estimation of constrained functional parameters.
van der Laan MJ, Hejazi NS (2018+). Targeted maximum likelihood estimation with constraint-specific paths.
Cai W, Hubbard AE, Hejazi NS (2017+). adaptest: Data-adaptive statistics for high-dimensional multiple hypothesis testing in R.
Coyle JR, Hejazi NS (2018). origami: A generalized framework for cross-validation in R. The Journal of Open Source Software (submitted).
Hejazi NS (2017). Generalized application of empirical Bayes statistics to asymptotically linear parameters. Master’s thesis, Division of Biostatistics, University of California, Berkeley. [PDF]