Franklin

Distribution-Free Methods for Statistical Process Monitoring and Control / edited by Markos V. Koutras, Ioannis S. Triantafyllou.

Publication:
Cham : Springer International Publishing : Imprint: Springer, 2020.
Format/Description:
Book
1 online resource (IX, 257 pages) : 53 illustrations, 17 illustrations in color.
Edition:
1st ed. 2020.
Series:
Engineering (Springer-11647)
Contained In:
Springer eBooks
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Details

Subjects:
Engineering economy.
Statistics.
Management information systems.
Industrial management.
Local subjects:
Engineering Economics, Organization, Logistics, Marketing. (search)
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. (search)
Business Process Management. (search)
System Details:
text file PDF
Summary:
This book explores nonparametric statistical process control. It provides an up-to-date overview of nonparametric Shewhart-type univariate control charts, and reviews the recent literature on nonparametric charts, particularly multivariate schemes. Further, it discusses observations tied to the monitored population quantile, focusing on the Shewhart Sign chart. The book also addresses the issue of practically assuming the normality and the independence when a process is statistically monitored, and examines in detail change-point analysis-based distribution-free control charts designed for Phase I applications. Moreover, it introduces six distribution-free EWMA schemes for simultaneously monitoring the location and scale parameters of a univariate continuous process, and establishes two nonparametric Shewhart-type control charts based on order statistics with signaling runs-type rules. Lastly, the book proposes novel and effective method for early disease detection.
Contents:
An Overview of Nonparametric Control Charts
Distribution-free Control Charts for Monitoring the Location Parameter
Nonparametric Control Charts for Monitoring the Dispersion Parameter
Bivariate Nonparametric Control Charts
Exponentially Weighted Moving Average Control Charts based on Ranks
Cumulative Sum Control Charts based on Ranks
Nonparametric Control Charts based on Order Statistics
The Run-Length Distribution of Nonparametric Control Charts
Distribution-free Control Charts for Joint Monitoring Location and Scale
Distribution-free Phase II Control Charts for Monitoring Continuous Process.
Contributor:
Koutras, Markos V. editor., Editor,
Triantafyllou, Ioannis S. editor., Editor,
SpringerLink (Online service)
Other format:
Printed edition:
Printed edition:
Printed edition:
ISBN:
978-3-030-25081-2
9783030250812
Publisher Number:
10.1007/978-3-030-25081-2 doi
Access Restriction:
Restricted for use by site license.