Introduction to statistical process control. (2013)

• Record Type: Book
• Further Information: Note: Peihua Qiu.
• Authors: Qiu, Peihua, 1965-
• Contents: Introduction; Quality and the Early History of Quality Improvement; Quality Management; Statistical Process Control; Organization of the Book Basic Statistical Concepts and Methods; Introduction; Population and Population Distribution; Important Continuous Distributions; Important Discrete Distributions; Data and Data Description; Tabular and Graphical Methods for Describing Data; Parametric Statistical Inferences; Nonparametric Statistical Inferences Univariate Shewhart Charts and Process Capability ; Introduction; Shewhart Charts for Numerical Variables; Shewhart Charts for Categorical Variables; Process Capability Analysis; Some Discussions Univariate CUSUM Charts ; Introduction; Monitoring the Mean of a Normal Process; Monitoring the Variance of a Normal Process; CUSUM Charts for Distributions in Exponential Family; Self-Starting and Adaptive CUSUM Charts; Some Theory for Computing ARL Values; Some Discussions Univariate EWMA Charts ; Introduction; Monitoring the Mean of a Normal Process; Monitoring the Variance of a Normal Process; Self-Starting and Adaptive EWMA Charts; Some Discussions Univariate Control Charts by Change-Point Detection ; Introduction; Univariate Change-Point Detection; Control Charts by Change-Point Detection; Some Discussions Multivariate Statistical Process Control ; Introduction; Multivariate Shewhart Charts; Multivariate CUSUM Charts; Multivariate EWMA Charts; Multivariate Control Charts by Change-Point Detection; Multivariate Control Charts by LASSO; Some Discussions Univariate Nonparametric Process Control ; Introduction; Rank-Based Nonparametric Control Charts; Nonparametric SPC by Categorical Data Analysis; Some Discussions Multivariate Nonparametric Process Control ; Introduction; Rank-Based Multivariate Nonparametric Control Charts; Multivariate Nonparametric SPC by Log-Linear Modeling; Some Discussions Profile Monitoring ; Introduction; Parametric Profile Monitoring; Nonparametric Profile Monitoring; Some Discussions Appendix A: R Functions for SPC; Appendix B: Datasets Used in the Book Bibliography Index Exercises appear at the end of each chapter.
• Publisher Details: Place of publication not identified : Chapman and Hall/CRC
• Publication Date: 2013
• Extent: 1 online resource (520 pages), (100 illustrations)
• Subjects: 658.5; Process control -- Statistical methods
• Languages: English
• ISBNs: 9781482220414; 1482220415
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.