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Analyzing compositional data with R /

Boogaart, K. Gerald van den.

Analyzing compositional data with R /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Analyzing compositional data with R /K. Gerald van den Boogaart, Raimon Tolosana-Delgado.
作者:	Boogaart, K. Gerald van den.
其他作者:	Tolosana-Delgado, Raimon.
出版者:	Heidelberg :Springer,c2013.
面頁冊數:	xv, 258 p. :ill. (some col.) ;23 cm.
標題:	Database management.
ISBN:	3642368085 (pbk.) :

Analyzing compositional data with R /
Boogaart, K. Gerald van den.

Analyzing compositional data with R /K. Gerald van den Boogaart, Raimon Tolosana-Delgado. - Heidelberg :Springer,c2013. - xv, 258 p. :ill. (some col.) ;23 cm. - Use R!. - Use R!.

Includes bibliographical references and index.

Introduction -- What are compositional data? -- Getting started with R -- References -- Fundamental concepts of compositional data analysis -- A practical view to compositional concepts -- Principles of compositional analysis -- Elementary compositional graphics -- Multivariate scales -- The Aitchison simplex -- References -- Distributions for random compositions -- Continuous distribution models -- Models for count compositions -- Relations between distributions -- References -- Descriptive analysis of compositional data -- Descriptive statistics -- Exploring marginals -- Exploring projections -- References -- Linear models for compositions -- Introduction -- Compositions as independent variables -- Compositions as dependent variables -- Compositions as both dependent and independent variables -- Advanced considerations -- References -- Multivariate statistics -- Principal component analysis: exploring codependence -- Cluster analysis: detecting natural groups -- Discriminant analysis -- Other multivariate techniques -- References -- Zeros, missings, and outliers -- Descriptive analysis with and of missings -- Working with missing values -- Outliers -- Descriptive analysis of outliers -- Working with outliers -- References.

ISBN: 3642368085 (pbk.) :NT$1586

LCCN: 2013940100Subjects--Topical Terms:

182428
Database management.

LC Class. No.: QA276.45.R3 / B66 2013

Analyzing compositional data with R /
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504 $a Includes bibliographical references and index.
505 0 $a Introduction -- What are compositional data? -- Getting started with R -- References -- Fundamental concepts of compositional data analysis -- A practical view to compositional concepts -- Principles of compositional analysis -- Elementary compositional graphics -- Multivariate scales -- The Aitchison simplex -- References -- Distributions for random compositions -- Continuous distribution models -- Models for count compositions -- Relations between distributions -- References -- Descriptive analysis of compositional data -- Descriptive statistics -- Exploring marginals -- Exploring projections -- References -- Linear models for compositions -- Introduction -- Compositions as independent variables -- Compositions as dependent variables -- Compositions as both dependent and independent variables -- Advanced considerations -- References -- Multivariate statistics -- Principal component analysis: exploring codependence -- Cluster analysis: detecting natural groups -- Discriminant analysis -- Other multivariate techniques -- References -- Zeros, missings, and outliers -- Descriptive analysis with and of missings -- Working with missing values -- Outliers -- Descriptive analysis of outliers -- Working with outliers -- References.
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650 0 $a Mathematical statistics $x Data processing. $3 183916
650 0 $a Real-time data processing. $3 181956
700 1 $a Tolosana-Delgado, Raimon. $3 715173
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