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Regression Analysis Under a Priori Parameter Restrictions

Pavel S Knopov, Arnold S Korkhin
Livre relié | Anglais | Springer Optimization and Its Applications | n° 54
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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

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Auteur(s) :
Editeur:

Contenu

Nombre de pages :
234
Langue:
Anglais
Collection :
Tome:
n° 54

Caractéristiques

EAN:
9781461405733
Date de parution :
27-09-11
Format:
Livre relié
Format numérique:
Genaaid
Dimensions :
156 mm x 234 mm
Poids :
526 g

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