3 citations · 5 across the 9 of their papers we have counts for
4 papers · 1 filter
Outcome-Calibrated Regression and Predicted Outcome-Based Inference
Hwiyoung Lee, Shuo Chen
Regression is a fundamental tool in scientific research. Ordinary least squares (OLS), one of the most widely used regression methods, enjoys several desirable properties, includin…
Modeling Dependence in Omics Association Analysis via Structured Co-Expression Networks to Improve Power and Replicability
Hwiyoung Lee, Yezhi Pan, Shuo Chen
Accounting for dependence among high-dimensional variables in omics data analysis is critical to obtain accurate and reliable statistical inference. Although latent, omics variable…
Modeling Interconnected Modules in Multivariate Outcomes: Evaluating the Impact of Alcohol Intake on Plasma Metabolomics
Yifan Yang, Chixiang Chen, Hwiyoung Lee +2
Alcohol consumption has been shown to influence cardiovascular mechanisms in humans, leading to observable alterations in the plasma metabolomic profile. Regression models are comm…
Robust Extrinsic Regression Analysis for Manifold Valued Data
Hwiyoung Lee
Recently, there has been a growing need in analyzing data on manifolds owing to their important role in diverse fields of science and engineering. In the literature of manifold-val…