Pavel S Knopov

(Author)

Regression Analysis Under a Priori Parameter Restrictions (2012)Hardcover - 2012, 27 September 2011

Regression Analysis Under a Priori Parameter Restrictions (2012)
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Part of Series
Springer Optimization and Its Applications
Print Length
234 pages
Language
English
Publisher
Springer
Date Published
27 Sep 2011
ISBN-10
1461405734
ISBN-13
9781461405733

Description

This monograph focuses on the construction of regression models with linear and non-linear constrain inequalities from the theoretical point of view. Unlike previous publications, this volume analyses the properties of regression with inequality constrains, investigating the flexibility of inequality constrains and their ability to adapt in the presence of additional a priori information The implementation of inequality constrains improves the accuracy of models, and decreases the likelihood of errors. Based on the obtained theoretical results, a computational technique for estimation and prognostication problems is suggested. This approach lends itself to numerous applications in various practical problems, several of which are discussed in detail The book is useful resource for graduate students, PhD students, as well as for researchers who specialize in applied statistics and optimization. This book may also be useful to specialists in other branches of applied mathematics, technology, econometrics and finance

Product Details

Authors:
Pavel S KnopovArnold S Korkhin
Book Edition:
2012
Book Format:
Hardcover
Country of Origin:
NL
Date Published:
27 September 2011
Dimensions:
23.39 x 15.6 x 1.6 cm
Genre:
Science/Technology Aspects
ISBN-10:
1461405734
ISBN-13:
9781461405733
Language:
English
Location:
New York, NY
Pages:
234
Publisher:
Weight:
526.17 gm

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