Distribution Free Methods for Statistical Process Monitoring and Control is popular PDF and ePub book, written by Markos V. Koutras in 2020-03-19, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Distribution Free Methods for Statistical Process Monitoring and Control can be Read Online from any device for your convenience.
Distribution Free Methods for Statistical Process Monitoring and Control Book 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.
Detail Book of Distribution Free Methods for Statistical Process Monitoring and Control PDF
- Author : Markos V. Koutras
- Release : 19 March 2020
- Publisher : Springer Nature
- ISBN : 9783030250812
- Genre : Technology & Engineering
- Total Page : 261 pages
- Language : English
- PDF File Size : 12,9 Mb
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