Research group

Current PhDs:

Selected publications and working papers

. Modern causal inference approaches to improve power for subgroup analysis in randomized controlled trials. Under Review, 2025.

arXiv

. Identification and estimation of causal effects using non-concurrent controls in platform trials. Statistics in Medicine, 2025.

PDF arXiv

. A fast bootstrap algorithm for causal inference with large data. Statistics in Medicine, 2024.

Preprint PDF Code arXiv

. Mambamixer: Efficient selective state space models with dual token and channel selection. Work in progress, 2024.

arXiv

. Stable estimation of survival causal effects. Work in progress, 2023.

arXiv

. Optimal Weighting for Estimating Generalized Average Treatment Effects. Journal of Causal Inference, 2022.

PDF arXiv

. Prevention of Covid-19 with the BNT162b2 and mRNA-1273 Vaccines. The New England Journal of Medicine, 2021.

NEJM

. Deep survival analysis with longitudinal X-rays for COVID-19. ICCV21, 2021.

PDF arXiv

. Conditional life expectancy estimation by ordered fractions of population with censored data. Work in Progress, 2019.

PDF

. CAB: Continuous Adaptive Blending Estimator for Policy Evaluation and Learning. Accepted at NeurIPS 2018 Workshop on Causal Learning and ICML 2019, 2019.

PDF arXiv

. Optimal probability weights for estimating causal effects of time-varying treatments with marginal structural Cox models. In Statistics in Medicine, 2018.

PDF Statistics in Medicine

Grants

SCH: A structural causal framework for adaptive experiments

Principal Investigator; NIH-NIAID #1R01AI197146-01; 08/06-07/31; Total Award (USD): 1,197,688.00

SCH: Interpretable survival analysis of complex longitudinal data

Principal Investigator; NSF #2306556; 08/23-07/27; Total Award (USD): 1,168,412.00

Teaching

NYU:

External to NYU:

Contact

Other Interests

When I’m not immersed in biostatistics, I enjoy reading contemporary history and science fiction. I’m a Liverpool FC supporter. To stay active, I run regularly. Music is another passion of mine, I love both listening and creating, especially electronic and film music. Over the past few years, I’ve launched several electronic music projects using Ableton Live.

And last but not least, I spend as much time as possible playing with, cuddling, and spoiling my fluffy dog, Mister Pom Princess ``PK” Cake.

Princess Cake