2 papers
stat.ME2025
Hierarchical Count Echo State Network Models with Application to Graduate Student Enrollments
Qi Wang, Paul A. Parker, Robert B. Lund
Poisson autoregressive count models have evolved into a time series staple for correlated count data. This paper proposes an alternative to Poisson autoregressions: count echo stat…
stat.ME2024
Spatial Deep Convolutional Neural Networks
Qi Wang, Paul A. Parker, Robert B. Lund
Spatial prediction problems often use Gaussian process models, which can be computationally burdensome in high dimensions. Specification of an appropriate covariance function for t…