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.AP2022
Bayesian Latent Variable Co-kriging Model in Remote Sensing for Observations with Quality Flagged
Bledar A. Konomi, Emily L. Kang, Ayat Almomani +1
Remote sensing data products often include quality flags that inform users whether the associated observations are of good, acceptable or unreliable qualities. However, such inform…