45 citations · 260 across the 33 of their papers we have counts for
4 papers · 1 filter
Simple yet effective: a comparative study of statistical models for yearly hurricane forecasting
Pietro Colombo, Raffaele Mattera, Philipp Otto
In this paper, we study the problem of forecasting the next year's number of Atlantic hurricanes, which is relevant in many fields of applications such as land-use planning, hazard…
A Dynamic Spatiotemporal and Network ARCH Model with Common Factors
Osman Doğan, Raffaele Mattera, Philipp Otto +1
We introduce a dynamic spatiotemporal volatility model that extends traditional approaches by incorporating spatial, temporal, and spatiotemporal spillover effects, along with vola…
Multidimensional spatiotemporal clustering -- An application to environmental sustainability scores in Europe
Caterina Morelli, Simone Boccaletti, Paolo Maranzano +1
The assessment of corporate sustainability performance is extremely relevant in facilitating the transition to a green and low-carbon intensity economy. However, companies located…
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…