Publications

A full publication list can be found on Google Scholar.

Statistical Methodology

Shen, A., Visoki, E., Barzilay, R., and Pimentel, S.D. (2025). A Calibrated Sensitivity Analysis for Weighted Causal Decompositions. Statistics in Medicine, 44(5): e70010. DOI

Statistical Applications

Shen, A.*, McLoughlin, A.*, Vernon, Z., Lin, J., Carano, R., Bickel, P., Song, Z., and Huang, H. (2025). Assessing the Role of Volumetric Brain Information in Multiple Sclerosis Progression. Computational and Structural Biotechnology Journal. 27(C), 2014-2033. DOI

Li, S., Ruan, Z., Shen, A., Jayapurna, I., Xu, T., and Huang, H. (2023). DeepRHP: A Hybrid Variational Autoencoder for Designing Random Heteropolymers as Protein Mimics. AAAI Workshop on AI to Accelerate Science and Engineering. PDF

Lee, S., Shen, A., Park, J., Harrigan, R., Hoff, N., Rimoin, A., and Schoenberg, F. (2021). Comparison of prospective Hawkes and recursive point process models for Ebola in DRC. Journal of Forecasting, 41(1), 201-210. DOI

Theoretical Statistics

Rumsey, K., Francom, D., and Shen, A. (2024). Generalized Bayesian MARS: Tools for Stochastic Computer Model Emulation. SIAM/ASA Journal on Uncertainty Quantification 12(2), 646-666. DOI

* denotes equal contribution