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Industrial Statistics : Aims and Computational Aspects. Proceedings of the Satellite Conference to the 51st Session of the International Statistical Institute (ISI), Athens, Greece, August 16–17, 1997

Author: Christos P Kitsos; Lutz Edler
Publisher: Heidelberg : Physica-Verlag HD : Imprint: Physica, 1997.
Series: Contributions to statistics
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Devoted to the growing impact of statistical methodology and statistical computing in industry the aim of this book is to link the three components: Statistics - industry - computers. Different areas of industrial statistics are presented by a number of excellent contributions. The following topics are covered: Quality control, engineering and monitoring; reliability and failure time analysis, experimental design;  Read more...
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Additional Physical Format: Printed edition:
Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Christos P Kitsos; Lutz Edler
ISBN: 9783642592683 3642592686
OCLC Number: 1086459688
Description: 1 online resource (XVIII, 302 p. 21 illus.) online resource.
Contents: I. Quality Control, Engineering and Monitoring --
Quality Engineering Using Robust Design and Analysis --
The Calibration Problem in Industry --
Case Study of Applying Statistical Techniques for the Quality Assurance in a Paint Industry --
Taking Multivariate Statistics out into Industry — Multivariate Statistical Progress Control and Process Performance Monitoring --
Robust Estimation of Variance Components with High Breakdown Point in the 1-Way Random Effect Model --
Sources of Inaccuracy in the Mean and Variance Models for Quality Improvement Problems --
II. Reliability and Failure Time Analysis --
Accelerated Life Test with Some Parameter Change in Life Stress Relation --
Accurate Inferences for the Reliability Function Considering Accelerated Life Tests --
Prediction of Failures that Have Never Occured — Exponential Case --
Algorithm of Confidence Limits Calculation for the Probability of the Value 1 of a Monotone Boolean Function of Random Variables --
Developing a Graphical Interface for Pre-Posterior Bayesian Analysis --
III. Experimental Design --
Nonlinear-Optimal-Sequential Experiment Designs and Applications --
Robust Inference and Experimental Design for Multi-Factor Models --
Construction of Some New Orthogonal Main-Effect Designs --
Extended V-robustness for Two-level Orthogonal Resolution V Designs --
Computational Algebraic Geometry in Industrial Experimental Design --
IV. Pharmaceutical Statistics --
New Statistical Methods for Analyzing Mutagenicity Assays Real Data Problems in Biopharmaceutical Drug Development: --
Application of Statistical Selection Procedures in Biotechnology --
Modeling and Computation in Pharmaceutical Statistics when Analyzing Drug Safety --
Isotonic Inference with Particular Interest in Application to Clinical Trials --
Tests for Linearity and Tests for Zero Slope in Crossover Studies --
V. Repeated Measurements — Multiple Inference --
A Nonparametric Combination Method for Dependent Permutation Tests with Application to Some Problems with Repeated Measures --
Adaptive Tests for Trend --
VI. Computing, Imaging and Prediction --
Convergence Rates of Simulated Annealing-Type of Recursive Algorithms --
Spatial Statistics in the Material Research --
Exact Solutions to the Problem of Predicting a Vast Class of Weakly Stationary, Linearly Singular, Discrete Parameter Stochastic Processes.
Series Title: Contributions to statistics
Responsibility: edited by Christos P. Kitsos, Lutz Edler.

Abstract:

Devoted to the growing impact of statistical methodology and statistical computing in industry the aim of this book is to link the three components: Statistics - industry - computers. Different areas of industrial statistics are presented by a number of excellent contributions. The following topics are covered: Quality control, engineering and monitoring; reliability and failure time analysis, experimental design; repeated measurements - multiple inference; pharma - statistics; computing, imaging and perception. This book concentrates on the interface between statistical needs in industry and statistical methods developed by statisticians and engineers.

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