Frontiers in Physics · 2020 · 51 citations · 27 references
Veterinary MedicineInfectious DiseasesEpidemiologyInfectious Disease EpidemiologyTemporal EpidemiologyDisease ForecastingDisease SpreadEpidemic ForecastingInfectious Disease DynamicsPandemic PreparednessPandemic ResponseDisease Diffusion AnalysisEpidemic ModelsForecasting Disease OutbreaksForecasting Disease SpreadInfectious Disease DiffusionMathematical Modeling Of EpidemicsPandemic ForecastingThermodynamic Entropy
A great variety of natural phenomena follows some statistical distributions. In epidemiology, such as for the current COVID 19 outbreak, it is essential to develop reliable predictions of the evolution of the epidemics or pandemics. In particular, a statistical projection of the time of maximum diffusion of infected carriers is fundamental in order to prepare healthcare systems and organise a robust public health response. In this paper, we develop a thermodynamic approach based on the infection statistics related to the total citizenry of a country. It represents a novel tool for evaluating the time of maximum diffusion of the infection.
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Power laws, Pareto distributions and Zipf's law
MEJ Newman · Contemporary Physics · 2005 · 5.8K citations · Full text
A theory of power-law distributions in financial market fluctuations
Xavier Gabaix, Parameswaran Gopikrishnan, Vasiliki Plerou et al. · Nature · 2003 · 1.3K citations
Business, Finance, Mathematics +14
E. T. Jaynes · American Journal of Physics · 1965 · 607 citations