Wavelet-Based Bayesian Hierarchical Modeling with Regularized Horseshoe Priors for Spatially Correlated Functional Data

Alvaro Alexander Burbano-Moreno, Alex Rodrigo dos Santos Sousa, Luiz Koodi Hotta

Environmental monitoring networks increasingly record pollutant levels as curves observed over time at fixed stations. Yet, exposure and risk assessment often require predicting th…