Zhenhua Wang

Spatio-Temporal Modeling

• Echo State Networks for Spatio-Temporal Area-Level Data
  • Winning Paper - 2025 GSS/SRMS/SSS ASA Student Paper Competition
• Variational Autoencoded Multivariate Spatial Fay-Herriot Models
  • vmsae: Variational Multivariate Spatial Small Area Estimation

Survey Statistics

• Are deep learning models superior for missing data imputation in surveys? Evidence from an empirical comparison