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Uncertainty

Uncertainty

Uncertainty

A Guide to Dealing with Uncertainty in Quantitative Risk and Policy Analysis
Millett Granger Morgan, Carnegie Mellon University, Pennsylvania
Max Henrion, Carnegie Mellon University, Pennsylvania
No date available
Paperback
9780521427449
Paperback

    The authors explain the ways in which uncertainty is an important factor in the problems of risk and policy analysis. This book outlines the source and nature of uncertainty, discusses techniques for obtaining and using expert judgment, and reviews a variety of simple and advanced methods for analyzing uncertainty.

    Reviews & endorsements

    'This book is a significant contribution to the exploration of the basic issues and constitutes an important addition to the technical literature addressing uncertainty.' Joseph Fragola, IEEE Spectrum

    'Uncertainty is a risk analysis textbook … written to serve as a basic text for students as well as a reference work for practitioners and researchers (it) succeeds both in providing an excellent basis for policy analysis and in drawing upon a variety of case studies that will be of interest to risk researchers.' Journal of Economic Literature

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    Product details

    No date available
    Paperback
    9780521427449
    346 pages
    229 × 152 × 20 mm
    0.49kg
    90 b/w illus. 22 tables

    Table of Contents

    • Preface
    • 1. Introduction
    • 2. Recent milestones
    • 3. An overview of quantitative policy analysis
    • 4. The nature and sources of uncertainty
    • 5. Probability distributions and statistical estimation
    • 6. Human judgement about and with uncertainty
    • 7. Performing probability assessment
    • 8. The propagation and analysis of uncertainty
    • 9. The graphic communication of uncertainty
    • 10. Analytica: a software tool for uncertainty analysis
    • 11. Large and complex models
    • 12. The value of knowing how little you know
    • Index.
      Authors
    • Millett Granger Morgan , Carnegie Mellon University, Pennsylvania
    • Max Henrion , Carnegie Mellon University, Pennsylvania