2 papers
stat.CO2026
Emulators for Large-scale Computer Experiments with Quantitative and Qualitative Inputs
Anita Shahrokhian, Youngdeok Hwang, C. Devon Lin
Computer experiments with both quantitative and qualitative inputs have become common across various areas. However, constructing accurate and computationally efficient emulators f…
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…