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
The Girl With the Dragon Tattoo
The Four Agreements
The Elephant in the Brain
The Charisma Myth
Foundation's Edge
When Breath Becomes Air
The Gifts of Imperfection
Check Your Financial Privilege
Security Analysis
Speak Like Churchill, Stand Like Lincoln
Private Truths, Public Lies
Behave
Recapturing The Spirit Of Enterprise
AOL.com
The Truth Machine
The New Penguin Atlas of Ancient History
Bossypants
Shortcut
All Over but the Shoutin'
Crossing the Chasm
Information
Foundations
Change.edu
Think Twice
How We Got To Now
The Adventures of Henry Thoreau
The Robber Barons
Kelly
When The Wolves Bite
To Dare and to Conquer
Command
The Art of Travel
Ice Age
In Pursuit of the Common Good
Thank God for Bitcoin
Stranger In A Strange Land
The Oxford History of Britain
City of the Century
How The Mind Works
The Internet of Money Volume 1
Brotopia
The Machine Stops
The Untethered Soul
Ponzi's Scheme
Kill Switch
Wild And Crazy Guys
The Hydrogen Sonata
Market Wizards
Super Mind
Filters Against Folly
Altars of Unhewn Stone
Founders at Work
The Double Helix
21 Lessons for the 21st Century
Quantum Computing Since Democritus
Simon the Sea Cat
If The Universe Is Teeming With Aliens...Where Is Everybody?
Being With Dying
The Creative Act
Benjamin Franklin
Evicted
7 Powers
Triumphs of Experience
The Power of Glamour
The Hockey Stick Illusion
My Stroke of Insight
Intellectual Life in the Middle Ages
Math, Better Explained
Competing Against Luck
How to Be Topp
Pandemic 1918
High Growth Handbook
Impromptu
COAN
Foundation and Earth
Tribal Leadership
Memoirs or Chronicle of the Fourth Crusade and the Conquest of Constantinople
A Random Walk Down Wall Street
Ten Lessons for a Post-Pandemic World
Happiness
A Fighting Chance
The Story of Philosophy
Devil Take the Hindmost
A Great Leap Forward?
The Lord of the Rings
Cloud Atlas
Don't Shoot the Dog!
Ladies and Gentlemen - Lenny Bruce!!
The Dao of Capital
Cognitive Surplus
Why We Get Fat
Darwin's Blind Spot
Glass
The Prize
Stan Smith
Happy Accidents
Diocletian and the Roman Recovery
The Age of Surveillance Capitalism
Sex at Dawn
The Song Machine