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
Liar's Poker
Inversions
A New History of Greek Mathematics
Viral Loop
Modern Times
The Age of Entitlement
Blankie
Clearing The Air
Women
The Blue Sweater
Wake Up: Why The World Has Gone Nuts
The Princeton Companion to Mathematics
The Obstacle Is the Way
On the Genealogy of Morals
Once a Warrior
The Outermost House
God Emperor of Dune
The Fifteen Decisive Battles of the World
The Inmates Are Running the Asylum
The Fourth Turning is Here
Educated
Planetary
Not The End of the World
How Not To Be Wrong
Rick and Morty Book Three
Count Down
Setting The Table
Principles
Sam Walton
Things Hidden Since the Foundation of the World
A Hall of Mirrors
Violence and Social Orders
The White Album
Switch
The History of the Future
Little, Big
Deep Simplicity
The Seven Husbands of Evelyn Hugo
More Heat Than Light
A History of Western Technology
The Trial of Socrates
How to Dress an Egg
Working Backwards
Daring Greatly
Chapterhouse: Dune
Rise of the Machines
On Being Certain: Believing You Are Right When You're Not
Starting Strength
Maestro
The Ones We Have Been Waiting For
George's Marvellous Medicine
Chess Fundamentals
The 7 Habits of Highly Effective People
Tap Dancing to Work
The Red Queen
1000 Ways to Make $1,000
The Emperor of All Maladies
Think Again
The Meaning of the 21st Century
Autobiography of a Spiritually Incorrect Mystic
More Human
Six Thinking Hats
Healing
Radical Chic and Mau-Mauing the Flak Catchers
Bitcoin
High
Adultery
Priceless
The Precipice
A Bold Return to Giving a Damn
A Magic Web
Carrying The Fire
Find Me Unafraid
Everything is Bullshit
From Galileo to Newton
Tipping Points
Lessons
Parasite Rex
Whiplash
Matter
The Dog Stars
Complexity
Plentiful Energy
The Dovekeepers
Guns, Sails, and Empires
Beyond The Blue
Falling into Grace
Into The Silence
The Moth Presents All These Wonders
Empires of Light
The Gift of Adversity
The Martian
Self Belief
Stone Age Economics
Rich Dad's Cashflow Quadrant
Sun Rises in the Evening
Tribe of Mentors
End of Illness
The Uninhabitable Earth
The Contrary Farmer