PROCESS CAPABILITY ANALYSIS WHEN DATA ARE AUTOCORRELATED

Haim Shore

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Advanced Statistical Process Monitoring Management and Optimization Techniques Fault Detection and Control Systems

Abstract

When routine indices are used to assess process capability, autocorrelated data may lead to a biased estimate of the true capability and ultimately to wrong claims regarding the process performance. In this article, some of the undesirable effects that ..

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1977Time Series Analysis: Forecasting and Control 1978Time Series Analysis: Forecasting and Control.1990Introduction to Simulation Using Siman 1995Process Capability Indices.1980Principles of Discrete Event Simulation.1993Process Capability Indices 1991Statistical process control procedures for correlated observations 1982Batch Size Effects in the Analysis of Simulation Output

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2002Process capability analysis in the presence of autocorrelation 2007A model‐free approach to eliminate autocorrelation when testing for process capability 2014Process yield analysis for autocorrelation between linear profiles 2010Process capability analysis and estimation scheme for autocorrelated data 2014Process Yield Analysis for Linear Within‐Profile Autocorrelation 2007Comparison of Process Capability Indices under Autocorrelated Data

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