Statistical methods in metabolomics.
Journal Article (Review;Journal Article)
Metabolomics is the relatively new field in bioinformatics that uses measurements on metabolite abundance as a tool for disease diagnosis and other medical purposes. Although closely related to proteomics, the statistical analysis is potentially simpler since biochemists have significantly more domain knowledge about metabolites. This chapter reviews the challenges that metabolomics poses in the areas of quality control, statistical metrology, and data mining.
Full Text
Duke Authors
Cited Authors
- Korman, A; Oh, A; Raskind, A; Banks, D
Published Date
- January 2012
Published In
Volume / Issue
- 856 /
Start / End Page
- 381 - 413
PubMed ID
- 22399468
Electronic International Standard Serial Number (EISSN)
- 1940-6029
International Standard Serial Number (ISSN)
- 1064-3745
Digital Object Identifier (DOI)
- 10.1007/978-1-61779-585-5_16
Language
- eng