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 Scout Mindset
The British Are Coming
The Great Convergence
The Decline and Fall of the Roman Empire
The Power To Compete
Fear and Loathing in Las Vegas
Competitive Strategy
Blink
Believe Me
Idoru
No Ordinary Time
Hard Landing
The Status Syndrome
Open
Common Stocks and Uncommon Profits
The Complete Stories
Mao
Contrarian Investment Strategies
Andy Goldsworthy
Kill It With Fire
Queen of Fashion
Joy on Demand
Leadership and Self-Deception
Upheaval
Atlas Shrugged
Debt
Status Anxiety
Exponential Organizations
Fortitude
Dataclysm
The Godfather
The Blazing World
Tribe
Lost in Shangri-La
Dear Leader
Seeker
Awakening Joy
Stalingrad
The God Delusion
The Gene
Revolution in The Valley
Iacocca
The Little Book of Common Sense Investing
The World That Wasn't
Lasker's Manual of Chess
Thai Stick
The Lights in the Tunnel
Prosperity
Against Empathy
The Constitutional Convention
The World For Sale
Walk in Their Shoes
The Ultimate Resource 2
The Future Is Faster Than You Think
Shadow Divers
Wake Up to the Joy of You
The Story of Civilization: The Age of Faith
The Yellow Pad
The Line Becomes a River
One Summer
Ender's Game
The Peacemaker's Code
The Rise of Superman
Value-added Measures in Education
Without a Doubt
Consolations
The Storytelling Animal
Dune Messiah
The New One
The Tyrrany of Guilt
The Man Who Solved The Market
The Origin of Consciousness in the Breakdown of the Bicameral Mind
The Idea Factory
The Adventures of Tom Sawyer
The Undoing Project
The Red Decade
Stumbling on Happiness
Midnight In Chernobyl
Patient Capital
Destined For War
Oscar
The Yoga Sutra of Patanjali
Delivering Happiness
The Bottomless Well
I Heard God Laughing
My Inventions
If I Could Tell You Just One Thing
The Making of a Philosopher
The Rise and Fall of the Great Powers
The Laws of Thermodynamics
Ham on Rye
The Legend of Henry Ford
Francis Crick
The One Sentence Persuasion Course
The New Science of Strong Materials
Rise of the Robots
1984
Einstein's Mistakes
Losing The Signal
The Watchman's Rattle