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stat.ME2026
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…
stat.ME2023
A bayesian wavelet shrinkage rule under LINEX loss function
Alex Rodrigo dos Santos Sousa
This work proposes a wavelet shrinkage rule under asymmetric LINEX loss function and a mixture of a point mass function at zero and the logistic distribution as prior distribution…