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Other titles in the Springerbriefs in Statistics series:

Springerbriefs in Statistics #14: Multivariate Statistical Quality Control Using R

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Springerbriefs in Statistics #14: Multivariate Statistical Quality Control Using R Cover

 

Synopses & Reviews

Publisher Comments:

​​​​​The intensive use of automatic data acquisition system and the use of cloud computing

Table of Contents

​Part 11. An introduction to R1.1 Installation and managing1.2 General principles of data manipulation1.3 Packages related to SQC1.4 The importance of programming skills in R for Researcher, Engineers andPractitioners in Quality Engineering1.5 Data sets2. Basic Statistical and SQC Procedures.2.1 Probability distributions2.2 Descriptive Statistics2.3 Statistical Inference (Confidence Intervals and Hypothesis Testing)2.4 Introduction to Statistical Process Control (SPC).2.5 Univariate Control Charts2.6 Univariate Process Capability Indices (Cp, Cpk, Cpm and Cpmk)Part 23. Multivariate Control Charts3.1 The multivariate normal distribution3.2 Hotelling control chart. (Phase I and II)3.3 Interpretation and Decomposition3.4 Generalized Variance3.5 Multivariate Exponentially Weighted Moving Average (MEWMA)3.6 Multivariate Cumulative Sum (MCUSUM)4. Multivariate Process Capability4.1 Multivariate Process Capability Vector4.2 Multivariate capability index4.3 Multivariate capability indices based on Principal Component Analysis4.4 Others recently proposed5. Multivariate tools of support for MSQC5.1 Assessing multivariate normality5.2 Multivariate Autocorrelation5.3 Solutions (Multivariate Box-Cox Transformation)AppendixIndexProblem Solutions​

Product Details

ISBN:
9781461454526
Author:
Santos Fernandez, Edgar
Publisher:
Springer
Author:
Santos-Fernández, Edgar
Author:
Edgar Santos Fernandez
Subject:
Mathematics | Probability and Statistics
Subject:
MSQC
Subject:
Earth sciences, geography, environment, planning
Subject:
Multivariate analysis
Subject:
multivariate methodologies
Subject:
multivariate statistical quality control
Subject:
statistical quality control
Subject:
Statistics and Computing/Statistics Programs
Subject:
Statistics/General
Subject:
Discrete Optimization
Copyright:
Edition Description:
Book
Series:
SpringerBriefs in Statistics
Series Volume:
14
Publication Date:
20120930
Binding:
TRADE PAPER
Language:
English
Pages:
137
Dimensions:
235 x 155 mm

Related Subjects


Reference » Science Reference » Technology
Science and Mathematics » Mathematics » Applied
Science and Mathematics » Mathematics » Probability and Statistics » General
Science and Mathematics » Mathematics » Probability and Statistics » Statistics
Science and Mathematics » Mathematics » Software

Springerbriefs in Statistics #14: Multivariate Statistical Quality Control Using R New Trade Paper
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