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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Technik Maschinenbau, Fertigungstechnik

• Plný název: Distribution-Free Methods for Statistical Process Monitoring and Control
• Autor: Markos V. Koutras
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 268
• EAN: 9783030250836
• ISBN: 3030250830
• ID: 37026948
• Nakladatelství: Springer Nature Switzerland AG
• Hmotnost: 411 g
• Rozměry: 235 × 155 × 15 mm
• Datum vydání: 26. August 2021

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