03293nam 2200649Ia 450 991078364120332120230617035129.01-281-88098-19786611880989981-256-928-6(CKB)1000000000247265(EBL)259265(OCoLC)171584640(SSID)ssj0000283655(PQKBManifestationID)11205310(PQKBTitleCode)TC0000283655(PQKBWorkID)10250042(PQKB)11018089(MiAaPQ)EBC259265(WSP)00000723(Au-PeEL)EBL259265(CaPaEBR)ebr10126032(CaONFJC)MIL188098(OCoLC)935232528(EXLCZ)99100000000024726520050914d2005 uy 0engur|n|---|||||txtccrResponse modeling methodology[electronic resource] empirical modeling for engineering and science /Haim ShoreSingapore Hong Kong World Scientificc20051 online resource (458 p.)Series on quality, reliability and engineering statistics ;v. 8Description based upon print version of record.981-256-102-1 Includes bibliographical references and index.Contents; 1 Introduction; 2 Relational Models in Engineering and the Sciences (Monotone Convex/Concave Relationships); 3 Shared Features and ""The Ladder""; 4 Approaches to Model Systematic Variation; 5 Approaches to Model Random Variation; 6 The Requirements and Evaluation of Compliance; 7 The RMM Model; 8 Estimating the Relational Model; 9 The RMM Error Distribution; 10 Fitting Procedures (for the Error Distribution); 11 Estimating the Error Distribution; 12 Special Cases of the RMM Model; 13 Evaluating RMM for Compliance; 14 Comparative Solutions for Relational Models15 Reliability Engineering (with Censoring)16 Software Reliability-Growth Models; 17 Modeling a Chemo-Response; 18 Forecasting S-Shaped Diffusion Processes; 19 RMM Distributional Approximations; 20 Inverse Normalizing Transformations; 21 Piece-Wise Linear Approximations; 22 General Control Charts; 23 Inventory Analysis; Review Questions; Author Index; Subject IndexThis 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.Series on quality, reliability & engineering statistics ;v. 8.Reliability (Engineering)Statistical methodsEngineering modelsMathematical optimizationReliability (Engineering)Statistical methods.Engineering models.Mathematical optimization.620/.00452Shore Haim1465958MiAaPQMiAaPQMiAaPQBOOK9910783641203321Response modeling methodology3676208UNINA