Modeling and analysis of compositional data / Vera Pawlowsky-Glahn, Juan J. Egozcue and Raimon Tolosana-Delgado.
Material type:
TextSeries: Statistics in practiesPublication details: Chichester : John Wiley & Sons, Inc., c2015.Description: xvii, 247 p. : illustrations ; 24 cmISBN: - 9781118443064
- 000SA.07 23 P339
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SA.07 P339 (Browse shelf(Opens below)) | Available | 136475 |
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| 000SA.07 K82 Introduction to multivariate analysis : | 000SA.07 M217 Simulating copulas : | 000SA.07 M613 Applied multivariate research : | 000SA.07 P339 Modeling and analysis of compositional data / | 000SA.07 P926 The statistical analysis of multivariate failure time data: a marginal modeling approach/ | 000SA.07 R888 Some aspects of multivariate analysis/ | 000SA.07 R888 Some aspects of multivariate analysis/ |
Includes bibliographical references and indexes.
1. Introduction--
2. Compositional data and their sample space--
3. The Aitchison geometry--
4. Corrdinate representation--
5. Exploratory data analysis--
6. Random compositions--
7. Statistical inference--
8. Linear models--
9. Compositional processes--
10. Epilogue--
References--
Appendices--
Indexes.
Modeling and Analysis of Compositional Data presents a practical and comprehensive introduction to the analysis of compositional data along with numerous examples to illustrate both theory and application of each method.
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