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(Ebook) Compositional data analysis in practice by Greenacre, Michael J ISBN 9780429849022, 0429849028

  • SKU: EBN-9952456
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Instant download (eBook) Compositional data analysis in practice after payment.
Authors:Greenacre, Michael J
Pages:120 pages.
Year:2018
Editon:First edition
Publisher:Chapman and Hall/CRC, an imprint of Taylor and Francis
Language:english
File Size:26.69 MB
Format:pdf
ISBNS:9780429849022, 0429849028
Categories: Ebooks

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(Ebook) Compositional data analysis in practice by Greenacre, Michael J ISBN 9780429849022, 0429849028

Chapter 1 What are compositional data, and why are they special? -- chapter 2 Geometry and visualization of compositional data -- chapter 3 Logratio transformations -- chapter 4 Properties and distributions of logratios -- chapter 5 Regression models involving compositional data -- chapter 6 Dimension reduction using logratio analysis -- chapter 7 Clustering of compositional data -- chapter 8 Problem of zeros, with some solutions -- chapter 9 Simplifying the task: variable selection -- chapter 10 Case study: Fatty acids of marine amphipods -- chapter A Appendix: Theory of compositional data analysis -- chapter B Appendix: Bibliography of compositional data analysis -- chapter C C Appendix: Computation of compositional data analysis -- chapter D Appendix: Glossary of terms -- chapter E Appendix: Epilogue. 
Abstract: Chapter 1 What are compositional data, and why are they special? -- chapter 2 Geometry and visualization of compositional data -- chapter 3 Logratio transformations -- chapter 4 Properties and distributions of logratios -- chapter 5 Regression models involving compositional data -- chapter 6 Dimension reduction using logratio analysis -- chapter 7 Clustering of compositional data -- chapter 8 Problem of zeros, with some solutions -- chapter 9 Simplifying the task: variable selection -- chapter 10 Case study: Fatty acids of marine amphipods -- chapter A Appendix: Theory of compositional data analysis -- chapter B Appendix: Bibliography of compositional data analysis -- chapter C C Appendix: Computation of compositional data analysis -- chapter D Appendix: Glossary of terms -- chapter E Appendix: Epilogue
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