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Compositional Data Analysis In Practice First Edition Greenacre

Name: Compositional Data Analysis In Practice First Edition Greenacre
SKU: BELL-9952456
Price: 31.00 USD
Availability: InStock
Rating: 5 (38 reviews)

SKU: BELL-9952456

$ 31.00 ~~$ 45.00~~ (-31%)

5.0

38 reviews

Compositional Data Analysis In Practice First Edition Greenacre instant download after payment.

Publisher: Chapman and Hall/CRC, an imprint of Taylor and Francis

File Extension: PDF

File size: 26.69 MB

Pages: 120

Author: Greenacre, Michael J

ISBN: 9780429849022, 0429849028

Language: English

Year: 2018

Edition: First edition

Product desciption

Compositional Data Analysis In Practice First Edition Greenacre by Greenacre, Michael J 9780429849022, 0429849028 instant download after payment.

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