SAS Climate-Adjusted Operational Risk Modelling (CREDIT RISK MODELLING USING SAS) by Sameer shaikh
English | November 29, 2025 | ISBN: N/A | ASIN: B0G4G3PMG1 | 223 pages | PDF | 4.13 Mb
Operational risk is no longer just internal failures, human error, fraud, or process breakdowns. It has entered a new, more dangerous era - the climate era.
Banks today face heatwaves that threaten data centres, floods that shut down branches and ATMs, storms that break networks, droughts that weaken cooling systems, and transition policies that strain technology, vendors, and compliance operations.
Yet the financial world has no complete framework to measure or model these climate-driven operational disruptions... until now.
This book is the first in the world to introduce Climate-Adjusted Operational Risk (CA-OpRisk) - a fully developed discipline that merges:Climate scienceOperational risk modellingInfrastructure fragility analysisVendor climate dependencyDigital and physical outage modellingNGFS-aligned climate scenariosSAS-based implementationThrough simple explanations and advanced frameworks, this book shows exactly how climate hazards translate into real operational losses - and how banks can quantify them.
Inside, you will learn how to:
Build climate-operational transmission models
Map heat, flood, storm, and drought risks to operational failures
Construct climate-adjusted frequency and severity curves
Create SAS datasets for hazard-linked operational loss modelling
Integrate NGFS scenarios into annual loss distributions
Assess vendor climate risk and system fragility
Stress test operational resilience under different climate futures
You also get three world-class case studies revealing:
* How a heatwave triggers data-centre thermal failure
* How floods disrupt branches, telecom lines, and payments
* How rapid climate-transition policy collapses operational controls
This is the first book that gives banks, regulators, and analysts a practical, implementable, and data-driven framework for navigating the next decade of climate-driven operational risk.
If you want to understand how climate change will reshape the world of banking - not in theory, but in actual measurable risk - this book is your complete guide.
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