Journal ArticleDOI
Statistical process monitoring and feedback adjustment: a discussion
George E. P. Box,Tim Kramer +1 more
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TLDR
Rationales for process monitoring using some of the techniques of statistical process control and for feedback adjustment using some techniques associated with automatic process control are explored, and issues that sometimes arise are discussed.Abstract:
Rationales for process monitoring using some of the techniques of statistical process control and for feedback adjustment using some techniques associated with automatic process control are explored, and issues that sometimes arise are discussed. The importance of some often unstated assumptions are illustrated. Minimum-cost feedback schemes are discussed for some simple, but practically interesting, models.read more
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Out of the Crisis
TL;DR: Deming's theory of management based on the 14 Points for Management is described in Out of the Crisis, originally published in 1982 as mentioned in this paper, where he explains the principles of management transformation and how to apply them.
Journal ArticleDOI
Economic Control of Quality of Manufactured Product.
A. R. Crathorne,W. A. Shewhart +1 more
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Multivariate SPC charts for monitoring batch processes
Paul Nomikos,John F. MacGregor +1 more
TL;DR: The problem of using time-varying trajectory data measured on many process variables over the finite duration of a batch process is considered and multiway principal-component analysis is used to compress the information contained in the data trajectories into low-dimensional spaces that describe the operation of past batches.
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Model uncertainty, data mining and statistical inference
TL;DR: The effects of model uncertainty, such as too narrow prediction intervals, and the non-trivial biases in parameter estimates which can follow data-based modelling are reviewed.
Sampling and Bayes' inference in scientific modelling and robustness
TL;DR: In this article, the authors consider the problem of bad value estimation from a Bayesian viewpoint and compare the performance of M estimators with predictive checking functions for transformation, serial correlation, bad values, and their relation with Bayesian options.
References
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Book
Time series analysis, forecasting and control
TL;DR: In this article, a complete revision of a classic, seminal, and authoritative book that has been the model for most books on the topic written since 1970 is presented, focusing on practical techniques throughout, rather than a rigorous mathematical treatment of the subject.
Journal ArticleDOI
Time Series Analysis Forecasting and Control
TL;DR: This revision of a classic, seminal, and authoritative book explores the building of stochastic models for time series and their use in important areas of application forecasting, model specification, estimation, and checking, transfer function modeling of dynamic relationships, modeling the effects of intervention events, and process control.
Posted Content
Out of the Crisis
TL;DR: Deming's theory of management based on the 14 Points for Management is described in Out of the Crisis, originally published in 1982 as mentioned in this paper, where he explains the principles of management transformation and how to apply them.
Book
Out of the Crisis
TL;DR: Deming's theory of management based on the 14 Points for Management as discussed by the authors was used in the Out of the Crisis, originally published in 1982, to explain the principles of management transformation and how to apply them.
Book
Empirical Model-Building and Response Surfaces
TL;DR: In this article, the authors present a Second-Order Response Surface Methodology (SRSM) for response surface design, which is based on Maxima and Ridge systems with second-order response surfaces.