Parametric And Non Parametric Capability Indices For Multivariate Processes
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Parametric And Non Parametric Capability Indices For Multivariate Processes
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Author : Umberto Magagnoli
language : en
Publisher:
Release Date : 2007
Parametric And Non Parametric Capability Indices For Multivariate Processes written by Umberto Magagnoli and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.
A Nonparametric Capability Index For Multivariate Processes
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Author : Diego Zappa
language : en
Publisher:
Release Date : 2002
A Nonparametric Capability Index For Multivariate Processes written by Diego Zappa and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with categories.
Handbook Of Multivariate Process Capability Indices
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Author : Ashis Kumar Chakraborty
language : en
Publisher: CRC Press
Release Date : 2021-01-06
Handbook Of Multivariate Process Capability Indices written by Ashis Kumar Chakraborty and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-06 with Business & Economics categories.
Providing a single-valued assessment of the performance of a process is often one of the greatest challenges for a quality professional. Process Capability Indices (PCIs) precisely do this job. For processes having a single measurable quality characteristic, there is an ample number of PCIs, defined in literature. The situation worsens for multivariate processes, i.e., where there is more than one correlated quality characteristic. Since in most situations quality professionals face multiple quality characteristics to be controlled through a process, Multivariate Process Capability Indices (MPCIs) become the order of the day. However, there is no book which addresses and explains different MPCIs and their properties. The literature of Multivariate Process Capability Indices (MPCIs) is not well organized, in the sense that a thorough and systematic discussion on the various MPCIs is hardly available in the literature. Handbook of Multivariate Process Capability Indices provides an extensive study of the MPCIs defined for various types of specification regions. This book is intended to help quality professionals to understand which MPCI should be used and in what situation. For researchers in this field, the book provides a thorough discussion about each of the MPCIs developed to date, along with their statistical and analytical properties. Also, real life examples are provided for almost all the MPCIs discussed in the book. This helps both the researchers and the quality professionals alike to have a better understanding of the MPCIs, which otherwise become difficult to understand, since there is more than one quality characteristic to be controlled at a time. Features: A complete guide for quality professionals on the usage of different MPCIs. A step by step discussion on multivariate process capability analysis, starting from a brief discussion on univariate indices. A single source for all kinds of MPCIs developed so far. Comprehensive analysis of the MPCIs, including analysis of real-life data. References provided at the end of each chapter encompass the entire literature available on the respective topic. Interpretation of the MPCIs and development of threshold values of many MPCIs are also included. This reference book is aimed at the post graduate students in Industrial Statistics. It will also serve researchers working in the field of Industrial Statistics, as well as practitioners requiring thorough guidance regarding selection of an appropriate MPCI suitable for the problem at hand.
Nonparametric Methods In Multivariate Analysis
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Author : Madan Lal Puri
language : en
Publisher:
Release Date : 1971
Nonparametric Methods In Multivariate Analysis written by Madan Lal Puri and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1971 with Mathematics categories.
Encyclopedia And Handbook Of Process Capability Indices A Comprehensive Exposition Of Quality Control Measures
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Author : Wen-lea Pearn
language : en
Publisher: World Scientific
Release Date : 2006-05-16
Encyclopedia And Handbook Of Process Capability Indices A Comprehensive Exposition Of Quality Control Measures written by Wen-lea Pearn and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-05-16 with Technology & Engineering categories.
This unique volume provides an up-to-date and detailed description of the various process capability indices widely (and sometimes misleadingly) used in the applications at production sites. The authors, who are internationally recognized experts in this area with numerous contributions to the field, provide a lucid exposition, which covers all the main aspects, developments and advances.The concept of Process Capability Index (PCI) is barely 20 years old, but the multitude of available versions can overwhelm even the most seasoned practitioner. The organized and self-contained presentation of the material starting from 1980's primitive indices (Cp and Cpk) up to the newly proposed indices for the cases of multiple dependent characteristics results in an authoritative and indispensable reference.A proper balance between theoretical investigation and “rule-of-thumb” practical procedures is maintained in order to eliminate the tensions among various methodologies of assessing the capability of industrial processes.
Handbook Of Multivariate Process Capability Indices
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Author : Ashis K. Chakraborty
language : en
Publisher: CRC Press
Release Date : 2020-12-28
Handbook Of Multivariate Process Capability Indices written by Ashis K. Chakraborty and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-28 with Multivariate analysis categories.
This book provides a thorough literature review on Multivariate Process Capability Indices. It discusses the various aspects and methodologies associated with the subject in one place. Several real-life data sets have been used to show the applications of different methodologies. The proposed book contains sixteen chapters and would be beneficial for researchers, teachers and practitioners.
Multivariate Process Capability Assessment For Non Normal Quality Data
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Author : Shafiq Ahmad
language : en
Publisher: LAP Lambert Academic Publishing
Release Date : 2012-07
Multivariate Process Capability Assessment For Non Normal Quality Data written by Shafiq Ahmad and has been published by LAP Lambert Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07 with categories.
Determination of the performance capability of a stable process using the standard process capability indices such as and requires that the underlying data follow a normal distribution. However it is an undisputed fact that real processes very often produce non-normal quality characteristics data and also these quality characteristics are very often correlated with each other. For such non-normal and correlated multivariate quality characteristics, application of standard capability measures using conventional methods can lead to erroneous results. This research study presents several capability assessment methods to estimate more precisely and accurately process performances based on univariate as well as multivariate quality characteristics. The proposed capability assessment methods also take into account the correlation, variance and covariance as well as non-normality issues of the quality characteristics data.
Developing Multivariate Process Capability Indices For Autocorrelated Data
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Author : 黃冠禎
language : en
Publisher:
Release Date : 2013
Developing Multivariate Process Capability Indices For Autocorrelated Data written by 黃冠禎 and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
Capability Indices For Multivariate Processes
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Author : Pak Fai Tang
language : en
Publisher:
Release Date : 1994
Capability Indices For Multivariate Processes written by Pak Fai Tang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Multivariate analysis categories.
Capability Measurements For Multivariate Processes Definitions And An Example For A Gear Carrier
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Author : Steven J. Littig, C. Teresa Laro and Stephen M. Pollock
language : en
Publisher:
Release Date : 1992
Capability Measurements For Multivariate Processes Definitions And An Example For A Gear Carrier written by Steven J. Littig, C. Teresa Laro and Stephen M. Pollock and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.