Compositional data analysis in practice / by Michael Greenacre.
Material type:
TextSeries: Chapman & Hall/CRC interdisciplinary statisticsPublication details: Boca Raton : CRC Press, Taylor & Francis Group, c2019Description: xiv, 121 pages : illustrations (some color) ; 24 cmISBN: - 9781138316430 (pbk. : alk. paper)
- 113831661X (hardback : alk. paper)
- 9781138316614 (hardback : alk. paper)
- 1138316431 (pbk. : alk. paper)
- 001.42 23
- QA76.9.Q36 G74 2019
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Ayesha Abed Library General Stacks | Ayesha Abed Library General Stacks | 001.42 GRE (Browse shelf(Opens below)) | 1 | Available | 3010034317 |
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| 001.42 BOO The craft of research / | 001.42 DON Research methods : | 001.42 GOB গবেষণা : | 001.42 GRE Compositional data analysis in practice / | 001.42 KOT Research methodology : methods and techniques / | 001.42 KOT Research methodology : methods and techniques / | 001.42 KOT Research methodology : methods and techniques / |
"A Chapman & Hall book."
Includes bibliographical references and index.
What are compositional data, and why are they special? Geometry and visualization of compositional data. Logratio transformations. Properties and distributions of logratios. Regression models involving compositional data. Dimension reduction using logratio analysis. Clustering of compositional data. The problem of zeros, with some solutions. Simplifying the task: variable selection. Case study: Fatty acids of marine amphipods. Appendix A: Theory of compositional data analysis.Appendix B Bibliography of compositional data analysisAppendix C Computation of compositional data analysisAppendix D Glossary of termsAppendix E Epilogue
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