Analyzing compositional data with R / / K. Gerald van den Boogaart, Raimon Tolosana-Delgado.
| Author/creator | Boogaart, K. Gerald van den |
| Other author | Tolosana-Delgado, Raimon. |
| Format | Electronic |
| Publication Info | Heidelberg : Springer, [2013] |
| Description | xv, 258 pages : illustrations (some color) ; 23 cm. |
| Supplemental Content | Full text available from Springer Nature - Springer Mathematics and Statistics eBooks 2013 English International |
| Supplemental Content | Full text available from Springer Books |
| Subjects |
| Series | Use R! Use R! ^A614263 |
| Contents | 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. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2013940100 |
| ISBN | 3642368085 |
| ISBN | 9783642368080 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |