ISBN: 9812561021

Hardcover, [EAN: 9789812561022], World Scientific Publishing Co Pte Ltd, World Scientific Publishing Co Pte Ltd, Book, [PU: World Scientific Publishing Co Pte Ltd], World Scientific Publi… Mehr…

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ISBN: 9789812561022

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… Mehr…

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 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. Textbooks New, Books~~Technology~~Industrial Engineering, Response-Modeling-Methodology~~Haim-Shore, 999999999, Response Modeling Methodology: Empirical Modeling for Engineering and Science, Haim Shore, 9812561021, World Scientific Publishing Company, Incorporated, , , , , World Scientific Publishing Company, Incorporated<