37 citations · 91 across the 8 of their papers we have counts for
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stat.ME2024★ 18 cited
A review of regularised estimation methods and cross-validation in spatiotemporal statistics
Philipp Otto, Alessandro Fassò, Paolo Maranzano
This review article focuses on regularised estimation procedures applicable to geostatistical and spatial econometric models. These methods are particularly relevant in the case of…
stat.ME2022★ 22 cited
Adaptive LASSO estimation for functional hidden dynamic geostatistical model
Paolo Maranzano, Philipp Otto, Alessandro Fassò
We propose a novel model selection algorithm based on a penalized maximum likelihood estimator (PMLE) for functional hidden dynamic geostatistical models (f-HDGM). These models emp…