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Authors:Pasquale Erto: University of Naples “Federico II” Naples, Italy
Guiliana Pallotta: University of Naples “Federico II” Naples, Italy
Publication title:A Control Chart of the Weibull Percentiles Via Bayesian: Bootstrap Approach
Conference:11th QMOD Conference. Quality Management and Organizational Development Attaining Sustainability From Organizational Excellence to SustainAble Excellence; 20–22 August; 2008 in Helsingborg; Sweden
Publication type: Abstract and Fulltext
Issue:033
Article No.:038
Abstract:Purpose: This work proposes an innovative control chart of the Weibull percentiles using Bayesian estimators supported by bootstrap methods.

Approach: The chart offers two main advantages.

On one side; the estimation procedure is able to effectively integrate both the experimental and the technological information exploiting some specific Bayesian estimators.

On the other side; the bootstrap techniques allow to capitalize the experimental information provided by few samples.

Findings: The performance of the control chart has been investigated by means of a large Monte Carlo study.

Value of the paper: The paper presents a control chart for Weibull percentiles; where few alternative charts can be found.

Language:English
Keywords:Statistical Process Control; non-Normal control charts; Bayesian inference; Weibull distribution; Bootstrap methods
Year:2008
No. of pages:9
Series:Linköping Electronic Conference Proceedings
ISSN (print):1650-3686
ISSN (online):1650-3740
File:http://www.ep.liu.se/ecp/033/038/ecp0803338.pdf
Available:2008-12-09
Publisher:Linköping University Electronic Press; Linköpings universitet

REFERENCE TO THIS PAGE
Pasquale Erto, Guiliana Pallotta (2008). A Control Chart of the Weibull Percentiles Via Bayesian: Bootstrap Approach, 11th QMOD Conference. Quality Management and Organizational Development Attaining Sustainability From Organizational Excellence to SustainAble Excellence; 20–22 August; 2008 in Helsingborg; Sweden http://www.ep.liu.se/ecp_article/index.en.aspx?issue=033;article=038 (accessed 10/30/2014)