Author

Yating Zou

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Preprint Aug 2026

Asymptotics of Nonparametric Estimation under General Non-monotone MAR Missingness: A Nonparametric Maximum Likelihood Approach

Missing data constitute a pervasive challenge in empirical research. Consequently, there is an ever-growing number of methods designed to address this challenge, with multiple imputation and inverse probability weighting the dominant strategies. Despite this, theoretical guarantees remain limited, particularly in the c...

Yating Zou, Hui-Min Hu, Jeffrey Näf · 0 citations

Preprint Jul 2026

The Fidelity and Feedback Traps: The Case for Health Digital Twins as Modular Evolving Causal Systems

It is argued that health digital twins should be conceived as causally valid, modular, and evolving systems, and concluded that the standard for a health twin should be how well it supports decisions in the world it helps create, not how faithfully it reproduces the world it observes.

Nikki L. B. Freeman, Yating Zou, Kyungbok Lee et al. · 0 citations