Fr. 135.00

Linear Models in the Mathematics of Uncertainty

English · Hardback

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The purpose of this book is to present new mathematical techniques for modeling global issues. These mathematical techniques are used to determine linear equations between a dependent variable and one or more independent variables in cases where standard techniques such as linear regression are not suitable.
In this book, we examine cases where the number of data points is
small (effects of nuclear warfare), where the experiment is not repeatable (the breakup of the former Soviet Union), and where the data is derived from expert opinion (how conservative is a political party). In all these cases the data is difficult to measure and an assumption of randomness and/or statistical validity is questionable.
We apply our methods to real world issues in international relations such as nuclear deterrence, smart power, and cooperative threat reduction. We next apply our methods to issues in comparative politics such as successful democratization, quality of life, economic freedom, political stability, and failed states. Finally, issues involving deaf and hard of hearing children are explored.

List of contents

Part I Mathematics Of Uncertainty.- Part II The Problems.- Part III Applications.- Part IV Analysis of Results.

Summary

The purpose of this book is to present new mathematical techniques for modeling global issues. These mathematical techniques are used to determine linear equations between a dependent variable and one or more independent variables in cases where standard techniques such as linear regression are not suitable.
In this book, we examine cases where the number of data points is
small (effects of nuclear warfare), where the experiment is not repeatable (the breakup of the former Soviet Union), and where the data is derived from expert opinion (how conservative is a political party). In all these cases the data  is difficult to measure and an assumption of randomness and/or statistical validity is questionable. 
We apply our methods to real world issues in international relations such as  nuclear deterrence, smart power, and cooperative threat reduction. We next apply our methods to issues in comparative politics such as successful democratization, quality of life, economic freedom, political stability, and failed states. Finally, issues involving deaf and hard of hearing children are explored.
 

Additional text

From the reviews:
“The research monograph is devoted to a plethora of decision-making problems whose structure involves combinations (aggregations) of causal factors. … the material is carefully structured and makes the book self-contained and easy to read to novices and those not fully familiar with the background ideas. … This coherently organized reading … will offer the reader a breadth and rigor of the technology of fuzzy sets and comes as a testimony to the need and usefulness of the technology of coping with uncertainty to real-world problems.” (Witold Pedrycz, zbMATH, Vol. 1268, 2013)

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From the reviews:
"The research monograph is devoted to a plethora of decision-making problems whose structure involves combinations (aggregations) of causal factors. ... the material is carefully structured and makes the book self-contained and easy to read to novices and those not fully familiar with the background ideas. ... This coherently organized reading ... will offer the reader a breadth and rigor of the technology of fuzzy sets and comes as a testimony to the need and usefulness of the technology of coping with uncertainty to real-world problems." (Witold Pedrycz, zbMATH, Vol. 1268, 2013)

Product details

Authors Terry D Clark, Terry D et al Clark, Terry D. Clark, Caro Jones, Carol Jones, John Mordeson, John N. Mordeson, Alex Pham, Michael Redmond, Michael A. Redmond, Mark Wierman, Mark J Wierman, Mark J. Wierman
Publisher Springer, Berlin
 
Languages English
Product format Hardback
Released 28.02.2013
 
EAN 9783642352232
ISBN 978-3-642-35223-2
No. of pages 265
Dimensions 182 mm x 244 mm x 21 mm
Weight 574 g
Illustrations XXVIII, 265 p. 15 illus., 8 illus. in color.
Series Studies in Computational Intelligence
Studies in Computational Intelligence
Subjects Natural sciences, medicine, IT, technology > Technology > General, dictionaries

B, engineering, Computational Intelligence, Fuzzy sets, Mathematics of Uncertainty, Intuitionistic Fuzzy Sets

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