Regression Analysis Under A Priori Parameter Restrictions

Business & Finance, Management & Leadership, Operations Research, Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Regression Analysis Under A Priori Parameter Restrictions by Arnold S. Korkhin, Pavel S. Knopov, Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Arnold S. Korkhin, Pavel S. Knopov ISBN: 9781461405740
Publisher: Springer New York Publication: September 28, 2011
Imprint: Springer Language: English
Author: Arnold S. Korkhin, Pavel S. Knopov
ISBN: 9781461405740
Publisher: Springer New York
Publication: September 28, 2011
Imprint: Springer
Language: English

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

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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

More books from Springer New York

Cover of the book Special Topics in Structural Dynamics, Volume 6 by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Urban Transportation Planning in the United States by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Disaster Preparedness for Seniors by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Reviews in Fluorescence 2008 by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Connective Tissues in Arterial and Pulmonary Disease by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Human Gametes and Preimplantation Embryos by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Rate-Independent Systems by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Handbook of Forensic Sociology and Psychology by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Nanomaterials Imaging Techniques, Surface Studies, and Applications by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Source-Synchronous Networks-On-Chip by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Textbook of Rapid Response Systems by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book A New Unified Theory of Psychology by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book The Role of Microbes in Common Non-Infectious Diseases by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Rural Planning from an Environmental Systems Perspective by Arnold S. Korkhin, Pavel S. Knopov
Cover of the book Synaptic Mechanisms in the Auditory System by Arnold S. Korkhin, Pavel S. Knopov
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy