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 Gifts of Imperfection
The Four
The Elements of Style
The Celestine Prophecy
Foundation's Edge
When Breath Becomes Air
The Gift of Good Land
Chasing the Light
Seeing Is Forgetting the Name of the Thing One Sees
Sperm Wars
Probability Theory
Becoming Steve Jobs
Red Notice
Antifragile
The Truth about Carbs
The New Penguin Atlas of Ancient History
Bossypants
Should We Eat Meat?
All I Want to Know is Where I'm Going To Die So I'll Never Go There
Crossing the Chasm
Information
Foundations
Certain To Win
Think on These Things
How to Teach Your Baby to Read
The Activist's Media Handbook
The Robber Barons
Kill Decision
When The Wolves Bite
To Dare and to Conquer
Command
The Art of Stillness
Idea Makers
In The Plex
Thank You For Smoking
Strength In Stillness
The Oxford History of Britain
Citizen Coke
How The Scots Invented The Modern World
The Internet of Money Volume 1
Brotopia
The MAGA Doctrine
The Untethered Soul
Poor Charlie's Almanack
Killers of the Flower Moon
Wild And Crazy Guys
The Hydrogen Sonata
Market Wizards
Super Pumped
Filters Against Folly
All Quiet on the Western Front
Founders at Work
The Doors of Perception
1984
Queen of Fashion
Simple & Direct
Ignition!
Being Nixon
The Craft
Bend The Curve
Evicted
24/6
Triumphs of Experience
The Power of Broke
The Hobbit
My Years with General Motors
Intellectuals
Math, Better Explained
Competing Against Luck
How To Decide
Paper Lion
High Output Management
In Cold Blood
Co-Intelligence
Foundation and Earth
Tribal Leadership
Memoirs or Chronicle of the Fourth Crusade and the Conquest of Constantinople
A Practical Guide for Policy Analysis
Tender Is The Night
Happiness
A Few Lessons from Sherlock Holmes
The Story of Philosophy
Devil's Bargain
A Good Man
The Lord of the Rings
Clocks and Culture
Don't Shoot the Dog!
Lagom
The Curse of the Mogul
Cognitive Surplus
Why We Get Fat
Dark Towers
Glass
The Prize
Starlink
Happy Accidents
Digital Gold
The Aeneid
Sex, Drugs, and Rock 'n' Roll
The Song Machine