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stat.ML2025
Variational Autoencoded Multivariate Spatial Fay-Herriot Models
Zhenhua Wang, Paul A. Parker, Scott H. Holan
Small area estimation models are essential for estimating population characteristics in regions with limited sample sizes, thereby supporting policy decisions, demographic studies,…
stat.ML2020
Nonlinear Time Series Classification Using Bispectrum-based Deep Convolutional Neural Networks
Paul A. Parker, Scott H. Holan, Nalini Ravishanker
Time series classification using novel techniques has experienced a recent resurgence and growing interest from statisticians, subject-domain scientists, and decision makers in bus…