TY - BOOK
T1 - Response modeling methodology
T2 - empirical modeling for engineering and science
AU - Shore, Haim
N1 - Publisher Copyright:
© 2005 by World Scientific Publishing Co. Pte. Ltd.
PY - 2005/1/1
Y1 - 2005/1/1
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=33750103350&partnerID=8YFLogxK
U2 - 10.1142/5708
DO - 10.1142/5708
M3 - Book
AN - SCOPUS:33750103350
SN - 9789812561022
SN - 9812561021
T3 - Series on quality, reliability & engineering statistics
BT - Response modeling methodology
PB - World Scientific
CY - Singapore; Hackensack, NJ
ER -