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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. de Christos P. Kitsos

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.: Contributions to Statistics

Editat de Christos P. Kitsos, Lutz Edler
en Limba Engleză Paperback – 13 aug 1997
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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Specificații

ISBN-13: 9783790810424
ISBN-10: 3790810428
Pagini: 324
Ilustrații: XVIII, 302 p. 21 illus.
Dimensiuni: 155 x 235 x 17 mm
Greutate: 0.45 kg
Ediția:Softcover reprint of the original 1st ed. 1997
Editura: Physica-Verlag HD
Colecția Physica
Seria Contributions to Statistics

Locul publicării:Heidelberg, Germany

Public țintă

Research

Cuprins

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.