Exploratory Capability Analysis

Russell A. Boyles

21 citations0/0 files storedJournal of Quality Technology

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

Abstract

Process capability analysis has focused primarily on univariate capability indices. We take a broader view and introduce the concept of exploratory capability analysis, an essentially multivariate activity aimed at capability improvement rather than assessment. We present three illustrative examples involving multiple dimensional measurements where the within-part inspection plans are structured like lattices in rectangular, cylindrical, or other geometries.

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1993Process Capability Indices 1993A note on multivariate capability indices 1987Use of Boxplots for Process Evaluation 1987A Simultaneous Control Chart

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2010Properties of multivariate process capability in the presence of gauge measurement errors and dependency measure of process variables 2004Implementing process capability indices for a complete product 1996Multivariate Process Analysis With Lattice Data 2014A New Approach in Capability Analysis of Processes Monitored by a Simple Linear Regression Profile

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