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portada Statistical Methods and Modeling of Seismogenesis
Type
Physical Book
Publisher
Year
2021
Language
English
Pages
336
Format
Hardcover
Dimensions
23.4 x 15.6 x 1.9 cm
Weight
0.64 kg.
ISBN13
9781789450378
Edition No.
1

Statistical Methods and Modeling of Seismogenesis

Nikolaos Limnios (Author) · Eleftheria Papadimitriou (Author) · George Tsaklidis (Author) · Wiley-Iste · Hardcover

Statistical Methods and Modeling of Seismogenesis - Limnios, Nikolaos ; Papadimitriou, Eleftheria ; Tsaklidis, George

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Synopsis "Statistical Methods and Modeling of Seismogenesis"

The study of earthquakes is a multidisciplinary field, an amalgam of geodynamics, mathematics, engineering and more. The overriding commonality between them all is the presence of natural randomness. Stochastic studies (probability, stochastic processes and statistics) can be 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 of international 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 and parametric methods, a multi-state system approach, earthquake simulators, post-seismic activity models, time series Markov models with regression, scaling properties and multifractal approaches, selfcorrecting models, the linked stress release model, Markovian arrival models, Poisson-based detection techniques, change point detection techniques on seismicity models, and, finally, semi-Markov models for earthquake forecasting.

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