2 papers
stat.ME2026
Synthetic Data Generation With Incomplete Survey Data Under Informative Sampling
Ayat Almomani, Won Chang, Youngdeok Hwang +2
We propose a Bayesian framework for data synthesis and imputation in complex survey settings with informative sampling. To address variance underestimation in existing Bayesian app…
stat.AP2024
Bayesian Model Calibration and Sensitivity Analysis for Oscillating Biological Experiments
Youngdeok Hwang, Hang J. Kim, Won Chang +2
Understanding the oscillating behaviors that govern organisms' internal biological processes requires interdisciplinary efforts combining both biological and computer experiments,…