62 citations · 91 across the 3 of their papers we have counts for
3 papers
An ensemble approach to short-term forecast of COVID-19 intensive care occupancy in Italian Regions
Alessio Farcomeni, Antonello Maruotti, Fabio Divino +2
The availability of intensive care beds during the Covid-19 epidemic is crucial to guarantee the best possible treatment to severely affected patients. In this work we show a simpl…
Bayesian Hidden Markov Modelling Using Circular-Linear General Projected Normal Distribution
Gianluca Mastrantonio, Antonello Maruotti, Giovanna Jona Lasinio
We introduce a multivariate hidden Markov model to jointly cluster time-series observations with different support, i.e. circular and linear. Relying on the general projected norma…
Spatial analysis of wave direction data using wrapped Gaussian processes
Giovanna Jona-Lasinio, Alan Gelfand, Mattia Jona-Lasinio
Directional data arise in various contexts such as oceanography (wave directions) and meteorology (wind directions), as well as with measurements on a periodic scale (weekdays, hou…