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Springer Handbook of Engineering Statistics

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Cover of 'Springer Handbook of Engineering Statistics'

Table of Contents

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    Book Overview
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    Chapter 1 Basic Statistics
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    Chapter 2 Generalized Statistical Distributions
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    Chapter 3 Statistics for Reliability Modeling
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    Chapter 4 Functional Data Analysis
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    Chapter 5 Symmetric Geometric Skew Normal Regression Model
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    Chapter 6 Statistical Analysis of Modern Reliability Data
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    Chapter 7 Mathematical Reliability Aspects of Multivariate Probability Distributions
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    Chapter 8 Introduction to Stochastic Processes
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    Chapter 9 Progressive Censoring Methodology
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    Chapter 10 Warranty Policies: Analysis and Perspectives
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    Chapter 11 Statistical Methods for Quality and Productivity Improvement
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    Chapter 12 Chain Sampling
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    Chapter 13 Six Sigma
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    Chapter 14 Statistical Models for Monitoring the High-Quality Processes
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    Chapter 15 Statistical Management and Modeling for Demand Spare Parts
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    Chapter 16 D-Efficient Mixed-Level Foldover Designs for Screening Experiments
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    Chapter 17 Censored Data Prediction Based on Model Selection Approaches
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    Chapter 18 Monitoring Coefficient of Variation Using CUSUM Control Charts
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    Chapter 19 Change-Point-Based Statistical Process Controls
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    Chapter 20 Reliability Characteristics and Optimization of Warm Standby Systems
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    Chapter 21 Importance and Sensitivity Analysis on Complex Repairable Systems and Imprecise System Reliability
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    Chapter 22 Hardware and Software Reliability, Verification, and Testing
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    Chapter 23 OSS Reliability Analysis and Project Effort Estimation Based on Computational Intelligence
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    Chapter 24 Vulnerability Discovery Analysis in Software Reliability and Related Optimization Problems
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    Chapter 25 Software Reliability Modeling and Prediction
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    Chapter 26 Statistical Maintenance Modeling
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    Chapter 27 Continuous-Time Predictive Maintenance Modeling with Dynamic Decision Framework
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    Chapter 28 Stochastic Redundant Replacement Maintenance Models
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    Chapter 29 Confidence Distribution and Distribution Estimation for Modern Statistical Inference
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    Chapter 30 Logistic Regression Tree Analysis
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    Chapter 31 Detecting Outliers and Influential and Sensitive Observations in Linear Regression
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    Chapter 32 Statistical Methodologies for Analyzing Genomic Data
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    Chapter 33 Genetic Algorithms and Their Applications
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    Chapter 34 Deterministic and Stochastic DCA for DC Programming
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    Chapter 35 Inference for Coherent Systems with Weibull Components Under a Simple Step-Stress Model
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    Chapter 36 Bivariate Distributions with Singular Components
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    Chapter 37 Bayesian Models
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    Chapter 38 Data Mining Methods and Applications
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    Chapter 39 Statistical Methods for Tensor Data Analysis
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    Chapter 40 Random Forests for Survival Analysis and High-Dimensional Data
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    Chapter 41 Probability Inequalities for High-Dimensional Time Series Under a Triangular Array Framework
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    Chapter 42 Statistical Machine Learning
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    Chapter 43 Covariance Estimation via the Modified Cholesky Decomposition
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    Chapter 44 Statistical Learning
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    Chapter 45 Bayesian Survival Analysis in the Presence of Monotone Likelihoods
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    Chapter 46 Multivariate Modeling with Copulas and Engineering Applications
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    Chapter 47 Environmental Risks Analysis Using Satellite Data
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    Chapter 48 Probabilistic Models for Reliability Analysis Using Safe-Life and Damage Tolerance Methods
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    Chapter 49 Application of Cognitive Architecture in Multi-Agent Financial Decision Support Systems
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    Chapter 50 Reliability of Electronic Packaging
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    Chapter 51 Accelerated Life Testing
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    Chapter 52 Accelerated Life Testing Data Analyses for One-Shot Devices
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    Chapter 53 Tangent Space Approximation in Geometric Statistics
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    Chapter 54 Statistical Modeling of Discrete Choices for Human Behaviors
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    Chapter 55 Weighted Voting Systems
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    Chapter 56 Image Registration, Rigid Bodies, and Unknown Coordinate Systems
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Title
Springer Handbook of Engineering Statistics
Published by
Springer London, January 2023
DOI 10.1007/978-1-4471-7503-2
ISBNs
978-1-4471-7502-5, 978-1-4471-7503-2
Editors

Pham, Hoang

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