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stat.ME2025
Failure of Optimal Design Theory? A Case Study in Toxicology Using Sequential Robust Optimal Design Framework
Elvis Han Cui, Michael Collins, Jessica Munson +1
This paper presents a quasi-sequential optimal design framework for toxicology experiments, specifically applied to sea urchin embryos. The authors propose a novel approach combini…
stat.ME2022
A Tutorial on Asymptotic Properties for Biostatisticians with Applications to COVID-19 Data
Elvis Han Cui
Asymptotic properties of statistical estimators play a significant role both in practice and in theory. However, many asymptotic results in statistics rely heavily on the independe…
stat.ME2019
Projection Pursuit with Applications to scRNA Sequencing Data
Elvis Han Cui, Heather Zhou
In this paper, we explore the limitations of PCA as a dimension reduction technique and study its extension, projection pursuit (PP), which is a broad class of linear dimension red…