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

Autoria(s): Lovell, D. R.; Müller, W.; Taylor, J.; Zwart, A.; Helliwell, C.
Data(s)

2011
Identificador

http://eprints.qut.edu.au/79854/
Publicador

John Wiley and Sons
Relação

DOI:10.1002/9781119976462.ch14

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.
Direitos

John Wiley and Sons
Fonte

School of Electrical Engineering & Computer Science; Science & Engineering Faculty
Palavras-Chave #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
Tipo

Book Chapter
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