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
Waiting for Godot
Sailing Alone Around The World
How to Change Your Mind
Thinking, Fast and Slow
Kindly Inquisitors
A Sense of Where You Are
Bringing Down The House
Lucky Me
Why Does College Cost So Much?
Ishmael
Failing Forward
Electrify
100 Deadly Skills
The Bonfire of the Vanities
The Basic Laws of Human Stupidity
Slow Sex
Leonardo Da Vinci
Civilian Warriors
Einstein's Dreams
To Rule the Waves
Startup
The Order of Time
The Clash of the Cultures
With All Due Respect
Eating Animals
Fleishman Is In Trouble
Catherine the Great
Replay
Presidents of War
Brave Enough
The New Market Wizards
Judgment in Managerial Decision Making
Harvesting the Biosphere
A Shot To Save The World
Growth IQ
Justice on Trial
Swallows and Amazons
The Soul of A New Machine
Hate Inc.
Competing in the Age of AI
Sleep in Art
How Companies Win
Personal Memoirs of U.S. Grant
Hamlet
The New Atlantis
Rebooting AI
Why Globalization Works
Expectations Investing
Brave New World
Behind the Cloud
The Kitchen Cookbook
Knowledge and The Wealth of Nations
Memoirs of My Life
Traction
Team Topologies
Man's Search for Meaning
Little Leaders
The Artist's Way
Investment Biker
Learned Optimism
The Battle of Alcazar
How To Win at the Sport of Business
Uncommon Measure
The Jewish Century
The Psychology of Achievement
Birth of a Theorem
A Mathematician's Apology
No Future Without Forgiveness
The Meaning of Human Existence
Global Crisis
A Mind At Play
Get Smarter: Life and Business Lessons
Life Ascending
The Gay Science
Anti Americanism
Founding Sales
The Ancient City
Consciousness
The Emotionally Intelligent Investor
Blueprint
Michael Jordan
Lying
The Player of Games
Mindware
Enlightenment Now
Mess
Waking Up
Black Edge
As I Lay Dying
Lake Success
The Supermen
Probability, Random Variables and Stochastic Processes
The Underdog Founder
Guns, Germs, and Steel
The Power of Habit
Lone Survivor
Life Is What You Make It
Calculus Made Easy
Good To Great
The One Thing