Nikolaos Limnios
Statistical Methods and Modeling of Seismogenesis
Ebook (EPUB Format)
The study of earthquakes is a multidisciplinary field, an amalgam ofgeodynamics, mathematics, engineering and more. The overridingcommonality between them all is the presence of natural randomness.Stochastic studies (probability, stochastic processes and statistics) canbe of different types, for example, the black box approach (one state),the white box approach (multi-state), the simulation of different aspects,and so on. This book has the advantage of bringing together a group ofinternational authors, known for their earthquake-specific approaches,to cover a wide array of these myriad aspects.A variety of topics are presented, including stat…
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Beschreibung
The study of earthquakes is a multidisciplinary field, an amalgam ofgeodynamics, mathematics, engineering and more. The overridingcommonality between them all is the presence of natural randomness.Stochastic studies (probability, stochastic processes and statistics) canbe of different types, for example, the black box approach (one state),the white box approach (multi-state), the simulation of different aspects,and so on. This book has the advantage of bringing together a group ofinternational authors, known for their earthquake-specific approaches,to cover a wide array of these myriad aspects.A variety of topics are presented, including statistical nonparametric andparametric methods, a multi-state system approach, earthquakesimulators, post-seismic activity models, time series Markov modelswith regression, scaling properties and multifractal approaches, selfcorrecting models, the linked stress release model, Markovian arrivalmodels, Poisson-based detection techniques, change point detectiontechniques on seismicity models, and, finally, semi-Markov models forearthquake forecasting.
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Produktdetails
Weitere Autoren: Papadimitriou, Eleftheria / Tsaklidis, George
- ISBN: 978-1-119-82504-3
- EAN: 9781119825043
- Produktnummer: 36410599
- Verlag: Wiley
- Sprache: Englisch
- Erscheinungsjahr: 2021
- Seitenangabe: 336 S.
- Plattform: EPUB
- Masse: 11'155 KB
Über den Autor
Nikolaos Limnios is Full Professor of Applied Mathematics at Universite de Technologie de Compiegne, Sorbonne University, France. His research interests include stochastic processes and statistics, Markov and semi-Markov processes and random evolutions with varied applications. Eleftheria Papadimitriou is Professor of Seismology at the Aristotle University of Thessaloniki, Greece. Her research interests are related to Earthquake Seismology and she engages in scientific exchange and collaboration with several international institutions. George Tsaklidis is Professor of Probability and Statistics at the Aristotle University of Thessaloniki, Greece. His research interests include stochastic processes and computational statistics with applications in seismology, finance and continuum mechanics, and state-space modeling.
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