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Exploratory And Multivariate Data Analysis


Exploratory And Multivariate Data Analysis
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Exploratory And Multivariate Data Analysis


Exploratory And Multivariate Data Analysis
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Author : Michel Jambu
language : en
Publisher:
Release Date : 1989

Exploratory And Multivariate Data Analysis written by Michel Jambu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with categories.




Exploratory Multivariate Analysis By Example Using R


Exploratory Multivariate Analysis By Example Using R
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Author : Francois Husson
language : en
Publisher: CRC Press
Release Date : 2010-11-15

Exploratory Multivariate Analysis By Example Using R written by Francois Husson and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-15 with Mathematics categories.


Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for applications. It covers principal component analysis (PCA) when variables are quantitative, correspondence analysis (CA) and multiple correspondence analysis (MCA) when variables are categorical, and hierarchical cluster analysis. The authors take a geometric point of view that provides a unified vision for exploring multivariate data tables. Within this framework, they present the principles, indicators, and ways of representing and visualizing objects that are common to the exploratory methods. The authors show how to use categorical variables in a PCA context in which variables are quantitative, how to handle more than two categorical variables in a CA context in which there are originally two variables, and how to add quantitative variables in an MCA context in which variables are categorical. They also illustrate the methods and the ways they can be exploited using examples from various fields. Throughout the text, each result correlates with an R command accessible in the FactoMineR package developed by the authors. All of the data sets and code are available at http://factominer.free.fr/book By using the theory, examples, and software presented in this book, readers will be fully equipped to tackle real-life multivariate data.



Exploratory Multivariate Analysis By Example Using R


Exploratory Multivariate Analysis By Example Using R
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Author : Francois Husson
language : en
Publisher: CRC Press
Release Date : 2020-09-30

Exploratory Multivariate Analysis By Example Using R written by Francois Husson and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-30 with categories.


Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R, Second Edition focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for applications. It covers principal component analysis (PCA) when variables are quantitative, correspondence analysis (CA) and multiple correspondence analysis (MCA) when variables are categorical, and hierarchical cluster analysis. The authors take a geometric point of view that provides a unified vision for exploring multivariate data tables. Within this framework, they present the principles, indicators, and ways of representing and visualising objects that are common to the exploratory methods. The authors show how to use categorical variables in a PCA context in which variables are quantitative, how to handle more than two categorical variables in a CA context in which there are originally two variables, and how to add quantitative variables in an MCA context in which variables are categorical. They also illustrate the methods using examples from various fields, with related R code accessible in the FactoMineR package developed by the authors.



Exploratory Multivariate Analysis By Example Using R


Exploratory Multivariate Analysis By Example Using R
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Author : François Husson
language : en
Publisher:
Release Date : 2017

Exploratory Multivariate Analysis By Example Using R written by François Husson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with MATHEMATICS categories.




Exploratory Analysis Of Multivariate Data


Exploratory Analysis Of Multivariate Data
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Author : Klaus Baggesen Hilger
language : en
Publisher:
Release Date : 2001

Exploratory Analysis Of Multivariate Data written by Klaus Baggesen Hilger and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.




Classification Methods For The Exploratory Analysis Of Multivariate Data


Classification Methods For The Exploratory Analysis Of Multivariate Data
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Author : A. D. Gordon
language : en
Publisher: Chapman and Hall/CRC
Release Date : 1981-10

Classification Methods For The Exploratory Analysis Of Multivariate Data written by A. D. Gordon and has been published by Chapman and Hall/CRC this book supported file pdf, txt, epub, kindle and other format this book has been release on 1981-10 with Computers categories.




Exploratory Analysis Of Multivariate Data For Business Research


Exploratory Analysis Of Multivariate Data For Business Research
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Author : Roger L. Wright
language : en
Publisher:
Release Date : 1976

Exploratory Analysis Of Multivariate Data For Business Research written by Roger L. Wright and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Multivariate analysis categories.




Multivariate Exploratory Data Analysis


Multivariate Exploratory Data Analysis
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Author : Allen Yates
language : en
Publisher:
Release Date : 1987

Multivariate Exploratory Data Analysis written by Allen Yates and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Mathematics categories.




Multidimensional Data Analysis


Multidimensional Data Analysis
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Author : Jan de Leeuw (data-analyse)
language : en
Publisher:
Release Date : 1986

Multidimensional Data Analysis written by Jan de Leeuw (data-analyse) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Factor analysis categories.




Multivariate Data Analysis With Readings


Multivariate Data Analysis With Readings
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Author : Joseph F. Hair
language : en
Publisher: Macmillan College
Release Date : 1992

Multivariate Data Analysis With Readings written by Joseph F. Hair and has been published by Macmillan College this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Mathematics categories.


Key terms what is muitivariate analysis, impact of computer revolution and multivariate analysis defined. Multiple regression analysis, multiple discriminant analysis and multivariate analysis of variance. Canonical correlation analysis, factor analysis, cluster analysis, muldidimensional scaling, canjoint analysis, structural equation modeling, a mathematical representation in LISREL, notation. Path analysis: a method of computing structural coefficients. Overall goodness-of Fit measures for structural equation modeling. Application of multivariate data analysis.