Bayesian metrology in metabolomics
Publication
, Journal Article
Banks, D; Cron, A; Raskind, A
Published in: Chemometrics and Intelligent Laboratory Systems
January 15, 2021
Metabolomics is a branch of bioinformatics that uses mass spectrometry measurements on metabolite abundance in tissue samples for scientific and medical purposes. Although the basic technology is similar to that used in proteomics, the statistical analysis is potentially simpler since biochemists have more domain knowledge about the chemical structure, properties and biological functions of metabolites. This paper develops Bayesian methods which exploit that domain knowledge to provide more accurate quantitation and reduced variance in estimates of metabolite abundance.
Duke Scholars
Published In
Chemometrics and Intelligent Laboratory Systems
DOI
EISSN
1873-3239
ISSN
0169-7439
Publication Date
January 15, 2021
Volume
208
Related Subject Headings
- Analytical Chemistry
- 3401 Analytical chemistry
- 0301 Analytical Chemistry
- 0102 Applied Mathematics
Citation
APA
Chicago
ICMJE
MLA
NLM
Banks, D., Cron, A., & Raskind, A. (2021). Bayesian metrology in metabolomics. Chemometrics and Intelligent Laboratory Systems, 208. https://doi.org/10.1016/j.chemolab.2020.104208
Banks, D., A. Cron, and A. Raskind. “Bayesian metrology in metabolomics.” Chemometrics and Intelligent Laboratory Systems 208 (January 15, 2021). https://doi.org/10.1016/j.chemolab.2020.104208.
Banks D, Cron A, Raskind A. Bayesian metrology in metabolomics. Chemometrics and Intelligent Laboratory Systems. 2021 Jan 15;208.
Banks, D., et al. “Bayesian metrology in metabolomics.” Chemometrics and Intelligent Laboratory Systems, vol. 208, Jan. 2021. Scopus, doi:10.1016/j.chemolab.2020.104208.
Banks D, Cron A, Raskind A. Bayesian metrology in metabolomics. Chemometrics and Intelligent Laboratory Systems. 2021 Jan 15;208.
Published In
Chemometrics and Intelligent Laboratory Systems
DOI
EISSN
1873-3239
ISSN
0169-7439
Publication Date
January 15, 2021
Volume
208
Related Subject Headings
- Analytical Chemistry
- 3401 Analytical chemistry
- 0301 Analytical Chemistry
- 0102 Applied Mathematics