Materiale utilizzato dataset completo che verrà utilizzato nelle prossime lezioni; dataset ridotto (30 osservazioni) utilizzato negli esempi in aula; tracciato record (in formato pdf o link alla pagina web) relativo ai dataset utilizzati; tabella pdf con il dataset ridotto;
Slides Lab notes Data on firms Envelope of bivariate Ripley’s K
This contribution aims at developing a strategy to reduce the bias and produce more reliable inference for spatial models with location errors. The proposed estimation strategy models both the spatial stochastic process and the coarsening mechanism by means of a marked point process.
An endemic-epidemic time-series mixed-effects generalized linear model for areal disease counts has been implemented to understand and predict spatio-temporal diffusion of the phenomenon.
This paper aims at investigating empirically whether and to what extent the containment measures adopted in Italy had an impact in reducing the diffusion of the COVID-19 disease across provinces.
Approximating and fitting spatial models on rectangular lattices through unilateral approximation in order to significantly reduce the computational burden.
Modelling and testing anisotropy in spatial models for areal data through a semiparametric approach based on Fourier series expansion.