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
Showing Up for Life
The Emotionally Intelligent Investor
Happiness
Killers of the Flower Moon
Team of Teams
Pilot's Handbook of Aeronautical Knowledge
The Story of Civilization: The Age of Napoleon
Monetizing Innovation
Statistical Consequences of Fat Tails
René Girard's Mimetic Theory
Trump and Churchill
Midnight In Chernobyl
The 48 Laws of Power
Statistical Models
The Third Chimpanzee
Unravelling the Double Helix
The Better Angels of our Nature
Liar's Poker
Factfulness
Boyd
Teddy and Booker T.
Think on These Things
Son of the Morning Star
Deep Survival
Human Action
Something Like an Autobiography
Good Profit
Growth IQ
Born a Crime
Ficciones
Manias, Panics, and Crashes
Stretching the School Dollar
The Deficit Myth
The World Until Yesterday
I Know Why the Caged Bird Sings
How Asia Works
Falling into Grace
The Hustler
The Bonfire of the Vanities
The First Crash
Stone Age Economics
The Meaning of the 21st Century
Pride and Prejudice
Origin Story
Cognitive Surplus
Fables
Experimental Man
Who We Are and How We Got Here
The Statistical Mechanics of Financial Markets
Distress
Memoirs
A Woman Makes a Plan
Mastery
Outlive
Sell with a Story
A Writer's Time
The Master Switch
Starting Strength
The Book of Life
The Truth Machine
The Sunday Philosophy Club
The Last Days of Night
Infectious Generosity
The Social Photo
Dear Founder
Flying Start
The Four
Fertility Pastures
Rise of the Robots
Hit Refresh
Investment Biker
A Second Chance
One Up
The Fund
Fooling Some of the People All of the Time
Modern Engineering for Design of Liquid Propellant Rocket Engines
Lifespan
The Principia
Ishmael
Too Dumb to Fail
The Last Lion
Deep Simplicity
But What If We're Wrong?
T
Never Eat Alone
Plan B 3.0
The Mind of Napoleon
The Singularity Is Near
The Art of Possibility
Understanding Comics
The Little Bitcoin Book
Information
Complexity
The Making of Prince of Persia
King, Warrior, Magician, Lover
Little, Big
Positioning
Data-Driven Marketing
Continental Reckoning
The House of Getty