Catastrophe Risk Modeling and Extreme Value Theory With Python

Name: Catastrophe Risk Modeling and Extreme Value Theory With Python
Brand: Independently Published
SKU: 9798264092480
Price: 4221.0 INR
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by Grant Richman

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ISBN13: 9798264092480
Binding: Paperback
Subject: N/A
Publisher: Independently Published
Publisher Imprint: Independently Published
Publication Date: September 6, 2025
Pages: 352
Original Price: GBP 37.05
Language: English
Edition: N/A
Item Weight: 817 grams
BISAC Subject(s): Insurance / Risk Assessment & Management

About The Book

Level up your actuarial and analytics toolkit with the most complete, implementation-focused guide to catastrophe portfolios and tail risk. This intensive, 33-chapter blueprint takes you from rigorous theory to exam-style multiple-choice reinforcement and straight into production-ready Python code-chapter by chapter.

Who it's for

Actuaries, catastrophe modelers, and reinsurance analysts
ERM leaders and capital modelers building internal models
Data scientists and quantitative researchers entering insurance risk

What you'll master

Extreme Value Theory end to end: domains of attraction, GEV/POT, tail index estimators, declustering, and nonstationary extremes
Spatial/spatiotemporal extremes, conditional extremes, and tail dependence for multi-peril portfolios
Full catastrophe model pipeline: hazard → exposure → vulnerability → financial terms → portfolio roll-up
Year-event tables, OEP/AEP/CDEP, PML and Tail-VaR, uncertainty bands, and secondary uncertainty
Rare-event simulation (importance sampling, subset simulation) for extreme quantiles and exceedance probabilities
Reinsurance structuring and optimization; ILS, triggers, and basis risk analytics
Climate conditioning, trend-aware EVT, model validation, and governance

Build real portfolios, not toy examples

Calibrate thresholds, tail indices, and return levels on sparse, messy data
Construct EP curves with uncertainty overlays; attribute risk by region/peril/layer
Simulate occurrence and aggregate treaties with reinstatements and hours clauses
Quantify and manage basis risk for indemnity, parametric, and modeled-loss triggers
Stress-test nonstationarity and compound events (e.g., wind-surge-rain)

Why this book

Dense, practitioner-grade coverage with a direct line to real decisions
Designed for on-the-job impact: each topic closes with runnable Python workflows
Bridges actuarial rigor and catastrophe engineering, so you can price, allocate capital, and communicate tail risk with confidence

Upgrade your models, tighten your capital, and outpace uncertainty. Start building industrial-grade catastrophe analytics today.

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