May 1, 2024
Updated May 7, 2025
21 minute read
Navigating the Extremes: An Introduction to Stress Testing
Stress testing is a forward-looking analytical technique used to assess the resilience of a system, entity, or portfolio against severe but plausible adverse scenarios. It involves pushing a system beyond its normal operational capacity, sometimes to its breaking point, to observe how it behaves and to identify vulnerabilities. This method is crucial for understanding potential weaknesses and for making informed decisions to mitigate risks and ensure stability across various domains.
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Reading list
We've selected 25 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Stress Testing.
Provides a rigorous treatment of the theory and practice of stress testing. It is suitable for advanced readers who are interested in the mathematical foundations of stress testing.
Provides a comprehensive guide to stress testing for financial stability. It covers a wide range of topics, including stress testing methodologies, data requirements, and policy implications.
This recent book addresses the emerging and critical topic of climate change risk management in the banking sector. It provides a framework for integrating climate risks into existing risk management, including the use of stress testing for assessing climate-related financial risks. This is highly relevant for contemporary topics in financial stress testing.
Focuses specifically on performance testing, which includes stress testing as a key component. It provides practical guidance on the entire performance testing lifecycle, from planning to analysis, making it highly relevant for software professionals.
This widely recognized book provides a comprehensive overview of risk management concepts and practices in finance. It covers market, credit, and operational risk, providing essential background for understanding the different areas addressed by financial stress testing.
This publication from the IMF details the methods and models used for stress testing financial systems at a country level. It offers insights into macroprudential stress testing and provides practical examples, making it a valuable resource for those interested in regulatory stress testing.
Deep dive into computer systems performance analysis and tuning, with a strong focus on Linux and cloud environments. It provides essential technical knowledge for understanding the underlying infrastructure being stress tested in software performance testing.
Provides an introduction to modern financial risk management with a focus on quantitative techniques. It includes coverage of topics relevant to stress testing, such as modeling market risk and using simulation methods. It is suitable for those with a quantitative background.
Provides a comprehensive view of risk management in banks through the lens of stress testing, offering a statistical framework and practical guidance using software like Matlab and R. It is particularly useful for those interested in the quantitative aspects and implementation of financial stress tests.
Offers valuable insights and practical advice on software testing based on real-world experiences. It emphasizes a context-driven approach, which can be particularly helpful when designing and interpreting stress tests in complex systems.
Provides a guide for risk managers to stress testing. It covers a wide range of topics, including stress testing methodologies, data requirements, and risk management applications.
Provides a key tool for financial stability to stress testing. It covers a wide range of topics, including stress testing methodologies, data requirements, and risk management applications.
This textbook offers a foundational understanding of software testing principles and techniques. While not exclusively focused on stress testing, it provides essential background knowledge in test design, execution, and analysis, which is crucial for understanding software stress testing. It is commonly used as a textbook in academic institutions.
Provides a practical guide to stress testing in the financial sector. It covers a wide range of topics, including stress testing methodologies, data requirements, and regulatory requirements.
Offers a comprehensive treatment of software testing principles and practices. It covers various testing methods and addresses common issues, providing a solid foundation for understanding software quality assurance, including stress testing.
Provides guidance on integrating testing, including performance and stress testing, into a DevOps pipeline. It is highly relevant for understanding contemporary software development practices and how stress testing fits into a continuous delivery model.
Provides practical advice and fundamental concepts for understanding and solving computer performance problems. It covers performance monitoring, capacity planning, load testing, and performance modeling, all of which are relevant to software stress testing.
Foundational text for understanding testing within an Agile framework. While not solely focused on stress testing, it provides context on how different types of testing, including performance-related testing, fit into a modern software development lifecycle.
Offers practical advice and techniques for improving software testing effectiveness. While not solely focused on stress testing, the principles and methods discussed can be applied to enhance the design and execution of stress tests.
Considered a classic in the field of software testing, this book covers fundamental testing principles and techniques. While older, its core concepts on test case design and the psychology of testing remain relevant for understanding the basics of evaluating software quality, including its behavior under stress.
Offers a fundamental introduction to financial risk management, covering various types of risks and mitigation strategies. It provides a good starting point for understanding the context in which financial stress testing is performed.
This influential book challenges traditional risk models by highlighting the impact of rare and unpredictable events. It provides a critical perspective that is highly relevant to the design and interpretation of stress tests, which aim to capture extreme scenarios. This is important additional reading for understanding the limitations of models.
This widely used software engineering textbook includes sections on software testing strategies, including stress testing. While a broad overview, it provides foundational knowledge on where stress testing fits within the overall software development lifecycle and quality assurance processes.
For more information about how these books relate to this course, visit:
OpenCourser.com/topic/jkl7d3/stress
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