Earthquake statistical analysis through multi-state modeling / Irene Votsi, Nikolaos Limnios, Eleftheria Papadimitriou, Georgios Tsaklidis.

Format:

Book

Author/Creator:

Votsi, Irene, author.

Limnios, N. (Nikolaos), author.

Papadimitriou, Eleftheria, author.

Tsaklidis, George, author.

Contributor:

Class of 1878 Fund.

Wiley InterScience (Online service)

Series:

Mathematics and statistics series (ISTE). Statistical methods for earthquakes set ; v. 2.

Statistical methods for earthquakes set ; volume 2

Language:

English

Subjects (All):

Earthquakes--Mathematical models.

Earthquakes.

Physical Description:

1 online resource (xxxv, 138 pages) : illustrations.

Place of Publication:

London : Wiley-ISTE, 2019.

System Details:

text file

Contents:

Chapter 1 Fundamentals on Stress Changes p. 1

1.2 Stress interaction p. 4

1.3 Stress changes calculation p. 12

1.4 Modeling of Coulomb stress changes for different faulting types p. 15

1.4.1 ΔCS for strike-slip faulting p. 15

1.4.2 ΔCS for dip-slip faulting p. 16

1.5 Seismicity triggered by stress transfer p. 21

1.5.1 Triggering of strong earthquakes p. 21

1.5.2 Aftershock triggering p. 23

1.5.3 Triggering of mining seismicity p. 28

1.6 Discussion on stress interaction p. 31

Chapter 2 Hidden Markov Models p. 35

2.2 Hidden Markov framework p. 37

2.3 Seismotectonic regime and seismicity data p. 42

2.4 Application to earthquake occurrences p. 44

2.4.1 Two hidden states and three observation types p. 45

2.4.2 Three hidden states and three observation types p. 48

2.4.3 Model selection and simulation p. 50

2.4.4 Steps number for the first earthquake occurrence p. 53

Chapter 3 Hidden Markov Renewal Models p. 57

3.2 Semi-Markov framework p. 58

3.3 Hidden Markov renewal framework p. 65

3.4 Modeling earthquakes in Greece p. 66

3.4.1 Hitting times and earthquake occurrence numbers p. 69

Chapter 4 Hitting Time Intensity p. 75

4.2 DTIHT for semi-Markov chains p. 78

4.2.1 Statistical estimation of the DTIHT p. 78

4.3 DTIHT for hidden Markov renewal chains p. 83

4.3.1 Statistical estimation of the DTIHT p. 85

Chapter 5 Models Comparison p. 89

5.2 Markov framework p. 90

5.2.1 HMM case p. 92

5.2.2 HMRM case p. 92

5.3 Markov renewal framework p. 93

5.3.1 HMM case p. 95

5.3.2 HMRM case p. 96.

Notes:

Includes bibliographical references and index.

Electronic reproduction. Hoboken, N.J. Available via World Wide Web.

Description based on print version record.

Local Notes:

Acquired for the Penn Libraries with assistance from the Class of 1878 Fund.

Other Format:

Electronic version: Votsi, Irene. Earthquake statistical analysis through multi-state modeling.

ISBN:

9781119579076

1119579074

Publisher Number:

99979719730

Access Restriction:

Restricted for use by site license.