Statistical models and control charts for high-quality processes /
First Statement of Responsibility
by M. Xie, T.N. Goh, V. Kuralmani.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boston :
Name of Publisher, Distributor, etc.
Kluwer Academic Publishers,
Date of Publication, Distribution, etc.
c2002.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xiv, 276 p. :
Other Physical Details
ill. ;
Dimensions
24 cm.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (p. [263]-274) and index.
CONTENTS NOTE
Text of Note
Machine generated contents note: 1.Introduction --1.1.Basics of statistical process control -- 1.2.Inadequacies of traditional attribute charts -- 1.3.Need for quality improvement -- 1.4.Common probability distributions in SPC --2.Control Charts with Probability Limits --2.1.Use of probability limits -- 2.2.Setting up a control chart based on probability limits -- 2.3.Probability limits for improvement detection -- 2.4.Limitations with probability limits 3.Cumulative Count of Conforming (CCC) chart --3.1.The basic idea -- 3.2.Setting up the CCC chart -- 3.3.Decision-making related to CCC chart -- 3.4.CCC chart for grouped measurement -- 3.5.Some comparisons with 3-sigma limits -- 3.6.Cumulative quantity control (CQC) chart -- 4.Process Improvement Detection --4.1.Potential for process improvement -- 4.2.Using CCC chart for process improvement --5.Modified Implementation of Geometric Chart --5.1.Optimum limits for maximum average run length -- 5.2.Chart based on transformations -- 5.3.A conditional decision procedure -- 5.4.Effects of inspection errors -- 5.5.Effects of estimated control limits --6.Some Extensions to the Geometric Model --6.1.Negative binomial control chart -- 6.2.Modified Poisson model -- 6.3.A Markov model for dependent counts -- 6.4.A model for correlated attribute processes -- 6.5.Some issues for further research 7.CUSUM and EWMA Procedures --7.1.General CUSUM procedure -- 7.2.CUSUM with CCC data -- 7.3.Basics of EWMA charts -- 7.4.EWMA with CCC data 8.Monitoring of Multiple Process Characteristics --8.1.Need and approaches for multiple characteristics -- 8.2.Multivariate np (Mnp) by weighted average -- 8.3.A chart with multinomial distribution -- 8.4.Some issues for further research -- 9.Economic Design of Geometric Chart --9.1.The Lorenzen and Vance model for economic design -- 9.2.Economic design of CCC chart -- 9.3.Economic-statistical design of CCC chart -- 9.4.Some further extensions --10.Monitoring and Adjustment of Trended Processes --10.1.Adjustment for process improvement -- 10.2.Interpretation of traditional Shewhart chart -- 10.3.Modification of process capability indices -- 10.4.Cost consideration and decision making.
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TOPICAL NAME USED AS SUBJECT
Production management-- Quality control-- Statistical methods.