Title: Response Modeling Methodology: Empirical Modeling for Engineering and Science (Series on Quality, Reliability and Engineering Statistics)
Publisher: World Scientific Publishing Company
Publication Date: 2005
Language: English
ISBN 10: 9812561021
ISBN 13: 9789812561022
Binding: Hardcover
Condition: New
Weight: 27 ounces

About this title

Synopsis

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.

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