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Response Modeling Methodology: Empirical Modeling For Engineering And Science

Name: Response Modeling Methodology: Empirical Modeling For Engineering And Science
Brand: World Scientific Publishing Co Pte Ltd
SKU: 05067960
Price: 144.79 EUR
Availability: InStock
Author: Haim Shore
ISBN: 9789812561022

Haim Shore

Language

English

Book Hardback

Libristo code: 05067960

Publishers World Scientific Publishing Co Pte Ltd, April 2005

This book introduces a new approach, denoted RMM, for an empirical modeling of a response variation,... Full description

Libristo code: 05067960

354 b

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This book introduces a new approach, denoted RMM, for an empirical modeling of a response variation, relating to both systematic variation and random variation. In the book, the developer of RMM discusses the required properties of empirical modeling and evaluates how current approaches conform to these requirements. In addition, he explains the motivation for the development of the new methodology, introduces in detail the new approach and its estimation procedures, and shows how it may provide an excellent alternative to current approaches for empirical modeling (like Generalized Linear Modeling, GLM). The book also demonstrates that a myriad of current relational models, developed independently in various engineering and scientific disciplines, are in fact special cases of the RMM model, and so are many current statistical distributions, transformations and approximations.