Proportions, Percentages, PPM: Do The Molecular Biosciences Treat Compositional Data Right?

Lovell, D. R., Müller, W., Taylor, J., Zwart, A., & Helliwell, C. (2011) Proportions, Percentages, PPM: Do The Molecular Biosciences Treat Compositional Data Right? In Compositional Data Analysis: Theory and Applications. John Wiley and Sons, pp. 191-207.

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ID Code: 79854
Item Type: Book Chapter
Keywords: Applications-proportions, percentages, PPM-whether molecular biosciences treat compositional data right, Challenge posed by omics data to compositional analysis-paucity of independent samples (n), in comparison with abundance of measurements (p), Compositional data analysis-roots in geosciences, interpreting measurements of mineral content of rocks, Compositional data, in molecular biology-principled approaches, being scarce, Current raft of nucleotide-counting sequencing technologies-that biologists can count, Impact of compositional constraints in the omics-biology complex, and biological systems with sources of variability, Impact of compositional constraints-on correlation and covariance, Impact of compositional constraints-on multivariate distance metrics, The Omics Imp and bioscience experiment paradigms-Omics Imp, molecular accountant par excellence, Under-and over-expression-used in gene expression analysis, referring to mRNAs
DOI: 10.1002/9781119976462.ch14
ISBN: 9780470711354 (ISBN)
Divisions: Current > Schools > School of Electrical Engineering & Computer Science
Current > QUT Faculties and Divisions > Science & Engineering Faculty
Copyright Owner: John Wiley and Sons
Deposited On: 07 Jan 2015 04:31
Last Modified: 29 Oct 2015 16:34

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