Bayesian Approaches for Mass Spectrometry-Based Metabolomics

Simon Rogers; Richard A. Scheltema; Michael Barrett; Rainer Breitling

doi:10.1002/9781119970606.ch24

Bayesian Approaches for Mass Spectrometry-Based Metabolomics

Simon Rogers^*, Richard A. Scheltema, Michael Barrett, Rainer Breitling

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

Original language	English
Title of host publication	Handbook of Statistical Systems Biology
Publisher	John Wiley and Sons Inc.
Pages	467-476
Number of pages	10
ISBN (Print)	9780470710869
DOIs	https://doi.org/10.1002/9781119970606.ch24
Publication status	Published - 12 Sept 2011
Externally published	Yes

Keywords

Bayesian approaches, mass spectrometry-based metabolomics
Chromatographic behavior
Genome-scale metabolic reconstructions
Markov chain Monte Carlo (MCMC) techniques
Metabolite analysis
Metabolite mass spectra
Probabilistic approach
Software development
Systems biology

Access to Document

10.1002/9781119970606.ch24

Cite this

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title = "Bayesian Approaches for Mass Spectrometry-Based Metabolomics",

keywords = "Bayesian approaches, mass spectrometry-based metabolomics, Chromatographic behavior, Genome-scale metabolic reconstructions, Markov chain Monte Carlo (MCMC) techniques, Metabolite analysis, Metabolite mass spectra, Probabilistic approach, Software development, Systems biology",

author = "Simon Rogers and Scheltema, {Richard A.} and Michael Barrett and Rainer Breitling",

year = "2011",

month = sep,

day = "12",

doi = "10.1002/9781119970606.ch24",

language = "English",

isbn = "9780470710869",

pages = "467--476",

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T1 - Bayesian Approaches for Mass Spectrometry-Based Metabolomics

AU - Rogers, Simon

AU - Scheltema, Richard A.

AU - Barrett, Michael

AU - Breitling, Rainer

PY - 2011/9/12

Y1 - 2011/9/12

KW - Bayesian approaches, mass spectrometry-based metabolomics

KW - Chromatographic behavior

KW - Genome-scale metabolic reconstructions

KW - Markov chain Monte Carlo (MCMC) techniques

KW - Metabolite analysis

KW - Metabolite mass spectra

KW - Probabilistic approach

KW - Software development

KW - Systems biology

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U2 - 10.1002/9781119970606.ch24

DO - 10.1002/9781119970606.ch24

M3 - Chapter

AN - SCOPUS:84888682903

SN - 9780470710869

SP - 467

EP - 476

BT - Handbook of Statistical Systems Biology

PB - John Wiley and Sons Inc.

ER -