Scholars@Duke

Statistical methods in metabolomics.

Publication ,  Journal Article
Korman, A; Oh, A; Raskind, A; Banks, D
Published in: Methods in molecular biology (Clifton, N.J.)
January 2012
Published version (DOI)

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.

Duke Scholars

David L. Banks
Author David L. Banks Statistical Science

Published In

Methods in molecular biology (Clifton, N.J.)

DOI

10.1007/978-1-61779-585-5_16

EISSN

1940-6029

ISSN

1064-3745

Publication Date

January 2012

Volume

856

Start / End Page

381 / 413

Related Subject Headings

  • Support Vector Machine
  • Statistics as Topic
  • Quality Control
  • Metabolomics
  • Humans
  • Disease
  • Diagnosis
  • Developmental Biology
  • Animals
  • 3404 Medicinal and biomolecular chemistry
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Korman, A., Oh, A., Raskind, A., & Banks, D. (2012). Statistical methods in metabolomics. Methods in Molecular Biology (Clifton, N.J.), 856, 381–413. https://doi.org/10.1007/978-1-61779-585-5_16
Korman, Alexander, Amy Oh, Alexander Raskind, and David Banks. “Statistical methods in metabolomics.” Methods in Molecular Biology (Clifton, N.J.) 856 (January 2012): 381–413. https://doi.org/10.1007/978-1-61779-585-5_16.
Korman A, Oh A, Raskind A, Banks D. Statistical methods in metabolomics. Methods in molecular biology (Clifton, NJ). 2012 Jan;856:381–413.
Korman, Alexander, et al. “Statistical methods in metabolomics.” Methods in Molecular Biology (Clifton, N.J.), vol. 856, Jan. 2012, pp. 381–413. Epmc, doi:10.1007/978-1-61779-585-5_16.
Korman A, Oh A, Raskind A, Banks D. Statistical methods in metabolomics. Methods in molecular biology (Clifton, NJ). 2012 Jan;856:381–413.

Published In

Methods in molecular biology (Clifton, N.J.)

DOI

10.1007/978-1-61779-585-5_16

EISSN

1940-6029

ISSN

1064-3745

Publication Date

January 2012

Volume

856

Start / End Page

381 / 413

Related Subject Headings

  • Support Vector Machine
  • Statistics as Topic
  • Quality Control
  • Metabolomics
  • Humans
  • Disease
  • Diagnosis
  • Developmental Biology
  • Animals
  • 3404 Medicinal and biomolecular chemistry