Distribution-Free Methods for Statistical Process Monitoring and Control

Ioannis S. Triantafyllou

ISBN 10: 3030250830 / ISBN 13: 9783030250836

Verlag: Springer International Publishing Aug 2021, 2021

Beschreibung

This item is printed on demand - it takes 3-4 days longer - Neuware -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. 268 pp. Englisch. Bestandsnummer des Verkäufers 9783030250836

Bibliografische Details

Titel: Distribution-Free Methods for Statistical ...

Verlag: Springer International Publishing Aug 2021

Erscheinungsdatum: 2021

Einband: Taschenbuch

Zustand: Neu