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Advances in Heavy Tailed Risk Modeling - A Handbook of Operational Risk (Hardcover)
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Advances in Heavy Tailed Risk Modeling - A Handbook of Operational Risk (Hardcover)
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ADVANCES IN HEAVY TAILED RISK MODELING A cutting-edge guide for the
theories, applications, and statistical methodologies essential to
heavy tailed risk modeling Focusing on the quantitative aspects of
heavy tailed loss processes in operational risk and relevant
insurance analytics, Advances in Heavy Tailed Risk Modeling: A
Handbook of Operational Risk presents comprehensive coverage of the
latest research on the theories and applications in risk
measurement and modeling techniques. Featuring a unique balance of
mathematical and statistical perspectives, the handbook begins by
introducing the motivation for heavy tailed risk processes. A
companion with Fundamental Aspects of Operational Risk and
Insurance Analytics: A Handbook of Operational Risk, the handbook
provides a complete framework for all aspects of operational risk
management and includes: Clear coverage on advanced topics such as
splice loss models, extreme value theory, heavy tailed closed form
loss distribution approach models, flexible heavy tailed risk
models, risk measures, and higher order asymptotic approximations
of risk measures for capital estimation An exploration of the
characterization and estimation of risk and insurance modeling,
which includes sub-exponential models, alpha-stable models, and
tempered alpha stable models An extended discussion of the core
concepts of risk measurement and capital estimation as well as the
details on numerical approaches to evaluation of heavy tailed loss
process model capital estimates Numerous detailed examples of
real-world methods and practices of operational risk modeling used
by both financial and non-financial institutions Advances in Heavy
Tailed Risk Modeling: A Handbook of Operational Risk is an
excellent reference for risk management practitioners, quantitative
analysts, financial engineers, and risk managers. The handbook is
also useful for graduate-level courses on heavy tailed processes,
advanced risk management, and actuarial science.
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