Concepedia

Application of gas chromatography mass spectrometry (GC–MS) in conjunction with multivariate classification for the diagnosis of gastrointestinal diseases

Michael Cauchi, Dawn P. Fowler, C. Walton, Claire Turner, Wenjing Jia, Rebekah N. Whitehead, Lesley Griffiths, Claire Dawson, Hao Bai, R. H. Waring,

Metabolomics · 2014 · 26 citations · 26 references

DOI

Concepts

References

26

Principal component analysis

Svante Wold, Kim H. Esbensen, Paul Geladi · Chemometrics and Intelligent Laboratory Systems · 1987 · 11.5K citations

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Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine

M H Zweig, Gregory Campbell · Clinical Chemistry · 1993 · 6.6K citations

, , +16

Partial least squares for discrimination

Matthew L Barker, William S. Rayens · Journal of Chemometrics · 2003 · 2.8K citations

, , +8

Centering, scaling, and transformations: improving the biological information content of metabolomics data

Robert A. van den Berg, Huub C. J. Hoefsloot, Johan A. Westerhuis et al. · BMC Genomics · 2006 · 2.4K citations · Full text

, , +16

SIMPLS: An alternative approach to partial least squares regression

Sijmen de Jong · Chemometrics and Intelligent Laboratory Systems · 1993 · 1.9K citations

, , +4