05152nam 2200697Ia 450 991013322200332120240516061550.01-280-58950-797866136193341-118-07197-21-118-07198-01-118-07196-4(CKB)3400000000015955(EBL)693512(OCoLC)746321028(SSID)ssj0000550560(PQKBManifestationID)11343488(PQKBTitleCode)TC0000550560(PQKBWorkID)10524141(PQKB)11494785(MiAaPQ)EBC693512(Au-PeEL)EBL693512(CaPaEBR)ebr10534036(CaONFJC)MIL361933(EXLCZ)99340000000001595520110219d2011 uy 0engur|n|---|||||txtccrStatistical analysis of profile monitoring /Rassoul Noorossana, Abbas Saghaei, Amirhossein Amiri1st ed.Hoboken, N.J. Wileyc20111 online resource (332 p.)Wiley series in probability and statisticsDescription based upon print version of record.0-470-90322-8 Includes bibliographical references and index.Statistical Analysis of Profile Monitoring; Contents; Preface; Contributors; 1 Introduction to Profile Monitoring; Introduction; 1.1 Functional Relationships Qualified as Profiles; 1.2 Functional Relationships not Qualified as Profiles; 1.3 Structure of This Book; References; 2 Simple Linear Profiles; Introduction; 2.1 Phase I Simple Linear Profile; 2.2 Phase II Simple Linear Profile; 2.3 Special Cases and an Important Application; 2.4 Diagnostic Statistics; 2.5 Violation of the Model Assumptions; Appendix; References; 3 Multiple Linear and Polynomial Profiles; Introduction3.1 Monitoring Multiple Linear Profiles3.2 Monitoring Polynomial Profiles; References; 4 Binary Response Profiles; Introduction; 4.1 Model Setting and Parameter Estimation; 4.2 Phase I Control; 4.3 Phase II Monitoring; 4.4 Applications; 4.5 Conclusions; References; 5 Parametric Nonlinear Profiles; Introduction; 5.1 Nonlinear Model Estimation; 5.2 Phase I Methods; 5.3 Phase II Methods; 5.4 Variance Profiles; Appendix; References; 6 Nonparametric Nonlinear Profiles; Introduction; 6.1 Model Formulation and Nonparametric Example; 6.2 Splines; 6.3 Component Analysis; 6.4 Wavelets; References7 Multivariate Linear Profiles MonitoringIntroduction; 7.1 Monitoring Multivariate Simple Linear Profiles; 7.2 Monitoring Multivariate Multiple Linear Profiles; References; 8 Statistical Process Control for Geometric Specifications; Introduction; 8.1 Examples of Geometric Feature Concerning Circularity; 8.2 Control Charts for Profile Monitoring; 8.3 Simple Approaches for Monitoring Manufactured Profiles: The Industrial Practice; 8.4 Performance Comparison; 8.5 Moving from 2D Profiles to 3D Surfaces; 8.6 Concluding Remarks; Acknowledgments; References9 Correlation and Autocorrelation in ProfilesIntroduction; 9.1 Methods for WPA for Linear Models; 9.2 Methods for BPC for Linear Models; 9.3 Methods for WPA and BPC for Other (Nonlinear) Models; 9.4 Phase I Analysis; 9.5 Phase II Analysis; 9.6 Related Issues: Rational Subgrouping and Random Effects; 9.7 Discussion and Open Questions; Acknowledgment; References; 10 Nonparametric Profile Monitoring; Introduction; 10.1 Monitoring Profiles Based on Nonparametric Regression; 10.2 Nonparametric Profile Monitoring Using Change-Point Formulation and Adaptive Smoothing10.3 Nonparametric Profile Monitoring by Mixed-Effects ModelingAppendix A: Approximate the Distributions of Quadratic Forms Like zT Az; Appendix B: The Expression of lrt,k in Model (10.8); References; IndexA one-of-a-kind presentation of the major achievements in statistical profile monitoring methods Statistical profile monitoring is an area of statistical quality control that is growing in significance for researchers and practitioners, specifically because of its range of applicability across various service and manufacturing settings. Comprised of contributions from renowned academicians and practitioners in the field, Statistical Analysis of Profile Monitoring presents the latest state-of-the-art research on the use of control charts to monitor process and product qualitWiley series in probability and statistics.Process controlStatistical methodsQuality controlStatistical methodsProcess controlStatistical methods.Quality controlStatistical methods.658.5Noorossana Rassoul1959-478635Saghaei Abbas1972-732435Amiri Amirhossein1979-732436MiAaPQMiAaPQMiAaPQBOOK9910133222003321Statistical analysis of profile monitoring1443027UNINA