Extreme and systemic risk analysis : a loss distribution approach / Stefan Hochrainer-Stigler.
2020
HD61
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Title
Extreme and systemic risk analysis : a loss distribution approach / Stefan Hochrainer-Stigler.
Author
ISBN
9789811526893
9811526893
9789811526886
9811526885
9811526893
9789811526886
9811526885
Publication Details
Singapore : Springer, 2020.
Language
English
Description
1 online resource (166 pages).
Item Number
10.1007/978-981-15-2689-3 doi
Call Number
HD61
Dewey Decimal Classification
658.15/5
Summary
This book is about how extreme and systemic risk can be analyzed in an integrated way. Risk analysis is understood to include measurement, assessment as well as management aspects. Integration is understood as being able to perform risk analysis for extreme and systemic events simultaneously. The presented approach is based on Sklar's theorem, which states that a multivariate distribution can be separated into two parts - one describing the marginal distributions and the other describing the dependency between the distributions using a so-called copula. It is suggested to reinterpret Sklar's theorem from a system or network perspective, treating copulas as a network property and individual, including extreme, risk as elements within the network. In that way, extreme and systemic risk can be analyzed independently as well as jointly across several scales. The book is intended for a large audience, and all techniques presented are guided with examples and applications with a special focus on natural disaster events. Furthermore, an extensive literature and discussion of it are given in each chapter for the interested reader.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Description based on print version record.
Series
Integrated Disaster Risk Management.
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