An edition of Sensitivity Analysis (2000)

Sensitivity Analysis

Gauging the Worth of Scientific Models

First Edition
  • 0 Ratings
  • 1 Want to read
  • 0 Currently reading
  • 0 Have read
Not in Library

My Reading Lists:

Create a new list

Check-In

×Close
Add an optional check-in date. Check-in dates are used to track yearly reading goals.
Today

  • 0 Ratings
  • 1 Want to read
  • 0 Currently reading
  • 0 Have read

Buy this book

Last edited by Kaustubh Chakraborty
February 18, 2024 | History
An edition of Sensitivity Analysis (2000)

Sensitivity Analysis

Gauging the Worth of Scientific Models

First Edition
  • 0 Ratings
  • 1 Want to read
  • 0 Currently reading
  • 0 Have read

Sensitivity analysis is used to ascertain how a given model output depends upon the inupt parameters. This is an important method for checking the quality of a given model, as well as a powerful tool for checking the robustness and reliability of its analysis. The topic is acknowledged as essential for good modeling practice, and is an implicit part of any modeling field.
* Offers an accessible introduction to sensitivity analysis
* Covers all the latest research
* Illustrates concepts with numerous examples, applications and case studies
* Includes contributions from the leading researchers active in developing strategies for sensitivity analysis

The principles of sensitivity analysis are carefully described, and suitable methods for approaching many types of problems are given. The book introduces the modeller to the entire casual assessment chain, from data to predictions, whilst explaining the impact of source uncertainties and framing assumptions. A 'hitch-hiker's guide' is included to allow the more experienced reader to readily access specific applications.

Modellers from a wide range of disciplines, including biostatistics, economics, environmental impact assessment, chemistry and engineering will benefit greatly from the numerous examples and applications.

Publish Date
Language
English
Pages
510

Buy this book

Edition Availability
Cover of: Sensitivity Analysis
Sensitivity Analysis: Gauging the Worth of Scientific Models
October 15, 2000, John WIley & Sons, Ltd.
Hardcover in English - First Edition

Add another edition?

Book Details


Table of Contents

- Editors' Prefact
- Contributors
- INTRODUCTION
- What is Sensitivity Analysis
- Hitchhiker's Guide to Sensitivity Analysis
- METHODS
- Designs of Experiments
- Screening Methods
- Local Methods
- Sampling-Based Methods
- Reliability Algorithms: FORM and SORM Methods
- Variance-Based Methods
- Managing the Tyranny of Parameters in Mathematical Modelling of Physical Systems
- Bayesian Sensitivity Analysis
- Graphical Methods
- APPLICATIONS
- Practical Experience in Applying Sensitivity and Uncertainty Analysis
- Scenario and Parametric Sensitivity and Uncertainty Analysis in Nuclear Waste Disposal Risk -Assessment: The Case of GESAMAC
- Sensitivity Analysis for Signal Extraction in Economic Time Series
- A Dataless Precalibration Analysis in Solid State Physics
- Application of First-Order (FORM) and Second-Order (SORM) Reliability Methods: Analysis and Interpretation of Sensitivity Measures Related to Groundwater Pressure Decreases and Resulting Ground Subsidence
- One-at-a-Time and Mini-Global Analyses for Characterizing Model Sensitivity in the nonlinear Ozone Predictionsfrom the US EPA Regional Acid Deposition Model (RADM)
- Comparing Different Sensitivity Analysis Methods on a Chemical Reactions Model
- An Application of Sensitivity Analysis to Fish Population Dynamics
- Global Sensitivity Analysis: A Quality Assurance Tool in Environmental
- Policy Modelling
- CONCLUSIONS
- Assuring the Quality of Models Designed for Predictive Tasks
- Fortune and Future of Sensitivity Analysis
- References
- APPENDIX
- Software for Sensitivity Analysis - A Brief Review
- Index

Edition Notes

Presents many different sensitivity analysis methodologies and demonstrates their usefulness in scientific research and helpful in the solution of many modeling problems.
Includes bibliographical references (p. [427]-447) and index.

Published in
Chichester, UK
Series
Wiley Series in Probability and Statistics : 535
Copyright Date
©2000

Classifications

Dewey Decimal Class
511/.8
Library of Congress
QA402.3 .S45 2000, QA402.3.S45 2000

The Physical Object

Format
Hardcover
Pagination
xv, 475 pages : illustrations, graphs ; 25 cm.
Number of pages
510
Weight
3 pounds

ID Numbers

Open Library
OL31386295M
ISBN 10
0471998923
ISBN 13
9780471998921
LCCN
00023093
OCLC/WorldCat
782916315, 43552650
Library Thing
18359363
Goodreads
5792828

Community Reviews (0)

Feedback?
No community reviews have been submitted for this work.

History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
February 18, 2024 Edited by Kaustubh Chakraborty //covers.openlibrary.org/b/id/14586713-S.jpg
November 14, 2023 Edited by MARC Bot import existing book
September 15, 2021 Edited by ImportBot import existing book
November 18, 2020 Edited by Kaustubh Chakraborty Added new book
November 18, 2020 Created by Kaustubh Chakraborty Added new book.