Statistical Methods and Modeling of Seismogenesis

£137.95

Statistical Methods and Modeling of Seismogenesis

Mathematics Biology, life sciences

Authors: Nikolaos Limnios, Eleftheria Papadimitriou, George Tsaklidis

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Language: English

Published by: Wiley-ISTE

Published on: 27th April 2021

Format: LCP-protected ePub

Size: 10 Mb

ISBN: 9781119825043


Introduction

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

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.

Book Overview

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, self-correcting 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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