LEADER 05152nam 2200697Ia 450 001 9910133222003321 005 20240516061550.0 010 $a1-280-58950-7 010 $a9786613619334 010 $a1-118-07197-2 010 $a1-118-07198-0 010 $a1-118-07196-4 035 $a(CKB)3400000000015955 035 $a(EBL)693512 035 $a(OCoLC)746321028 035 $a(SSID)ssj0000550560 035 $a(PQKBManifestationID)11343488 035 $a(PQKBTitleCode)TC0000550560 035 $a(PQKBWorkID)10524141 035 $a(PQKB)11494785 035 $a(MiAaPQ)EBC693512 035 $a(Au-PeEL)EBL693512 035 $a(CaPaEBR)ebr10534036 035 $a(CaONFJC)MIL361933 035 $a(EXLCZ)993400000000015955 100 $a20110219d2011 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aStatistical analysis of profile monitoring /$fRassoul Noorossana, Abbas Saghaei, Amirhossein Amiri 205 $a1st ed. 210 $aHoboken, N.J. $cWiley$dc2011 215 $a1 online resource (332 p.) 225 1 $aWiley series in probability and statistics 300 $aDescription based upon print version of record. 311 $a0-470-90322-8 320 $aIncludes bibliographical references and index. 327 $aStatistical 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; Introduction 327 $a3.1 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; References 327 $a7 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; References 327 $a9 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 Smoothing 327 $a10.3 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; Index 330 $aA one-of-a-kind presentation of the major achievements in statistical profile monitoring methods Statistical profile monitoring is an area of statistical quality control that is growing in significance for researchers and practitioners, specifically because of its range of applicability across various service and manufacturing settings. Comprised of contributions from renowned academicians and practitioners in the field, Statistical Analysis of Profile Monitoring presents the latest state-of-the-art research on the use of control charts to monitor process and product qualit 410 0$aWiley series in probability and statistics. 606 $aProcess control$xStatistical methods 606 $aQuality control$xStatistical methods 615 0$aProcess control$xStatistical methods. 615 0$aQuality control$xStatistical methods. 676 $a658.5 700 $aNoorossana$b Rassoul$f1959-$0478635 701 $aSaghaei$b Abbas$f1972-$0732435 701 $aAmiri$b Amirhossein$f1979-$0732436 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910133222003321 996 $aStatistical analysis of profile monitoring$91443027 997 $aUNINA