Risk Analysis of Complex and Uncertain Systems

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Format: Hardcover
Pub. Date: 2009-05-08
Publisher(s): Springer Verlag
List Price: $249.99

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Summary

In Risk Analysis of Complex and Uncertain Systems acknowledged risk authority Tony Cox shows all risk practitioners how Quantitative Risk Assessment (QRA) can be used to improve risk management decisions and policies. It develops and illustrates QRA methods for complex and uncertain biological, engineering, and social systems ' systems that have behaviors that are just too complex to be modeled accurately in detail with high confidence ' and shows how they can be applied to applications including assessing and managing risks from chemical carcinogens, antibiotic resistance, mad cow disease, terrorist attacks, and accidental or deliberate failures in telecommunications network infrastructure.Written for a broad range of practitioners, including decision risk analysts, operations researchers and management scientists, quantitative policy analysts, economists, health and safety risk assessors, engineers, and modelers, the book emphasizes methods and strategies for modeling causal relations in complex and uncertain systems to the point at which effective risk management decisions can be made. Individual sections of the book introduce QRA, show how to avoid bad risk analysis, illustrate the principles for doing better analysis, and then show specific applications and extensions.

Table of Contents

Preface
Goals and challenges for quantitative risk assessment
Introduction to engineering risk analysis
Introduction to health risk analysis
Limitations of risk assessment using risk matrices
Limitations of quantitative risk assessment using aggregate exposure and risk models
Identifying nonlinear causal relations in large data sets
Overcoming preconceptions and confirmation biases using data mining
Estimating the fraction of disease caused by one component of a complex mixture: bounds for lung cancer
Bounding resistance risks for penicillin
Confronting uncertain causal mechanisms G++ portfolios of possibilities
Determining what can be predicted G++ identifiability
Predicting effects of changes: could removing arsenic from tobacco smoke significantly reduce smoker risks of lung cancer
Simplifying complex dynamic networks: a mathematical model of protease imbalance and COPD dynamic dose-response
Value of information (VOI) in risk management policies for tracking and testing imported cattle for BSE
Improving anti-terrorist risk analysis
Designing resilient telecommunications networks
References
Index
Table of Contents provided by Publisher. All Rights Reserved.

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