Modelling Extremal Events

For Insurance and Finance

Paul Embrechts

Recommended By

Book Synopsis

"Modelling Extremal Events" by Paul Embrechts offers a comprehensive overview of the statistical models and methodologies used in the analysis of extreme events. The book begins by introducing the concept of extreme value theory and its applications in various fields, such as hydrology, finance, insurance, and climate science.

Embrechts dives into the mathematical foundations of extreme value theory, presenting detailed explanations of different types of extreme value distributions, including the classical, general, and non-parametric approaches. He also covers tail estimation techniques, extreme quantile estimation, and peak-over-threshold models.

Throughout the book, Embrechts discusses real-world case studies and provides practical insights into modeling extreme events with a focus on accuracy and reliability. He explores the challenges associated with the extrapolation of extreme value estimates, highlighting the importance of robustness and sensitivity analysis.

The book concludes with a discussion on multivariate extreme value models, addressing the modeling of both dependent and independent extreme events. Embrechts emphasizes the importance of copula functions in capturing the dependency structure and provides guidance on their implementation.

"Modelling Extremal Events" is a valuable resource for researchers, practitioners, and students interested in understanding and modeling the statistical behavior of extreme events. Embrechts' clear and concise writing style, combined with numerous examples and exercises, makes it an accessible reference for those new to the subject, while also offering advanced insights for experienced statisticians and risk analysts.

Explore More Books

See All
Focus
The Prophet
Masters of Doom
The Professor in the Cage
Life on the Edge
Waiting for Godot
Lateral Thinking
The Sketchbooks of Chris Wilkinson
Work Hard. Be Nice.
What Do You Care What Other People Think?
Big World, Small Planet
Where The Wild Things Are
Eating to Extinction
The Spectator
One Monster After Another
Wonderworks
Tragedy and Hope
Sex, Ecology, Spirituality
A Brief History of Time
Rick and Morty Book One
Black Flags
Pale Rider
Hooked
For The Love Of Physics
The Boy Who Harnessed The Wind
The Man Who Invented Fidel
The Cost Of Hope
America's War for the Greater Middle East
Chaos
The Celestine Prophecy
Between The World And Me
She Said
Plagues and Peoples
How The West Grew Rich
Competing Against Luck
Consolations
Survival to Thrival
Mother of God
Believe Me
These Truths
Gay Like Me
Dealers of Lightning
Lake Success
The Holy Bible
Journey to the Center of the Earth
Bend The Curve
The Price We Pay
Broken Money
Setting The Table
Fallout
Race and Culture
Snow Crash
The Fabric of Reality
Mismatch
Origins of Political Order
Diffusion of Innovations
Frisco Kid
The New Penguin Atlas of Ancient History
Margin of Safety
The Social Animal
Mohammed and Charlemagne
Contrarian Investment Strategies
Hit Men
No Easy Day
Every Life Is On Fire
Creativity, Inc.
Graphs, Maps, Trees
The Sports Gene
Wake Up: Why The World Has Gone Nuts
Fast Food Nation
The Third Pillar
Parents Who Lead
Lean Thinking
Consciousness Medicine
Hidden Potential
Why Wages Rise
Lord of Light
Creating Shareholder Value
Beating The Street
The Soul of A New Machine
The Jungle Grows Back
The Breakthrough
Tao Te Ching
Count Down
The Snow Leopard
UFO Hunters
The Rise of Superman
The Best We Could Do
Lean Solutions
Mindset
Founding Brothers
Fortune's Formula
Zoning Rules!
Working Backwards
Foundation's Edge
Clearing The Air
Super Maker
Resistance (At All Costs)
Hold 'em Poker
Science and Method