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.
Published on 13. August 1997
Book
Paperback/Softback
XVIII, 302 pages
978-3-7908-1042-4 (ISBN)
Description
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.
More details
Series
Edition
Softcover reprint of the original 1st ed. 1997
Language
English
Place of publication
Heidelberg
Germany
Target group
Professional and scholarly
Research
Illustrations
21 s/w Abbildungen
XVIII, 302 p. 21 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 18 mm
Weight
493 gr
ISBN-13
978-3-7908-1042-4 (9783790810424)
DOI
10.1007/978-3-642-59268-3
Schweitzer Classification
Content
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 andTests 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.