Compositional data analysis in practice /

书目详细资料
主要作者: Greenacre, Michael J. (Author)
格式: 图书
语言:English
出版: Boca Raton : CRC Press, Taylor & Francis Group, c2019
丛编:Chapman & Hall/CRC interdisciplinary statistics
主题:
Classic Catalogue: View this record in Classic Catalogue
LEADER 02272nam a2200433 i 4500
001 34317
003 BD-DhAAL
005 20190320112317.0
008 190320t2019 flua b 001 0 eng
999 |c 40443  |d 40443 
010 |a  2018017447 
020 |a 9781138316430 (pbk. : alk. paper) 
020 |a 113831661X (hardback : alk. paper) 
020 |a 9781138316614 (hardback : alk. paper)  
020 |a 1138316431 (pbk. : alk. paper) 
020 |z 9780429455537 (e-book) 
020 |z 9780429849015 (ePub ebook) 
020 |z 9780429849022 (PDF ebook) 
020 |z 9780429849008 (Mobipocket ebook) 
040 |a DLC  |b eng  |c DLC  |e rda  |d DLC  |d BD-DhAAL 
042 |a pcc 
050 0 0 |a QA76.9.Q36  |b G74 2019 
082 0 0 |a 001.42  |2 23 
100 1 |a Greenacre, Michael J.,  |e author.  |9 30226 
245 1 0 |a Compositional data analysis in practice /  |c by Michael Greenacre. 
260 |a Boca Raton :  |b CRC Press, Taylor & Francis Group,  |c c2019 
300 |a xiv, 121 pages :  |b illustrations (some color) ;  |c 24 cm. 
490 0 |a Chapman & Hall/CRC interdisciplinary statistics 
500 |a "A Chapman & Hall book." 
504 |a Includes bibliographical references and index. 
505 |a 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 
526 |a ESS 
541 |a Parama  |e 34317 
650 0 |a Quantitative research.  |9 30227 
650 0 |a Principal components analysis.  |9 30228 
650 0 |a Electronic data processing.  |9 30229 
852 |a Ayesha Abed Library  |c General Stacks 
942 |2 ddc  |c BK 
952 |0 0  |1 0  |2 ddc  |4 0  |6 001_420000000000000_GRE  |7 0  |9 65076  |a BRACUL  |b BRACUL  |c GEN  |d 2019-02-26  |e Parama  |g 2768.29  |l 0  |o 001.42 GRE  |p 3010034317  |r 2019-02-26  |t 1  |v 2768.29  |w 2019-02-26  |y BK