Chemometrics methods for the analysis of genomics, transcriptomics, proteomics, metabolomics, and metagenomics datasets

S. E. Richards; E. Holmes

doi:10.1016/B978-1-78242-084-2.00003-4

Chemometrics methods for the analysis of genomics, transcriptomics, proteomics, metabolomics, and metagenomics datasets

S. E. Richards, E. Holmes

Chemistry

Imperial College London

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

2 Scopus citations

Abstract

This chapter reviews different chemometrics methods for the analysis of genomics, transcriptomics, proteomics, metabolomics, and metagenomics datasets. It discusses a range of statistical data integration techniques.

Original language	British English
Title of host publication	Metabolomics as a Tool in Nutrition Research
Publisher	Elsevier Inc.
Pages	38-60
Number of pages	23
ISBN (Electronic)	9781782420927
ISBN (Print)	9781782420842
DOIs	https://doi.org/10.1016/B978-1-78242-084-2.00003-4
State	Published - 5 Dec 2014

Keywords

Chemometrics
Datasets
Genomics
Metabolomics
Metagenomics
Proteomics
Statistical data integration
Transcriptomics

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10.1016/B978-1-78242-084-2.00003-4

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abstract = "This chapter reviews different chemometrics methods for the analysis of genomics, transcriptomics, proteomics, metabolomics, and metagenomics datasets. It discusses a range of statistical data integration techniques.",

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AU - Holmes, E.

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N2 - This chapter reviews different chemometrics methods for the analysis of genomics, transcriptomics, proteomics, metabolomics, and metagenomics datasets. It discusses a range of statistical data integration techniques.

AB - This chapter reviews different chemometrics methods for the analysis of genomics, transcriptomics, proteomics, metabolomics, and metagenomics datasets. It discusses a range of statistical data integration techniques.

KW - Chemometrics

KW - Datasets

KW - Genomics

KW - Metabolomics

KW - Metagenomics

KW - Proteomics

KW - Statistical data integration

KW - Transcriptomics

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DO - 10.1016/B978-1-78242-084-2.00003-4

M3 - Chapter

AN - SCOPUS:84942083276

SN - 9781782420842

SP - 38

EP - 60

BT - Metabolomics as a Tool in Nutrition Research

PB - Elsevier Inc.

ER -

Chemometrics methods for the analysis of genomics, transcriptomics, proteomics, metabolomics, and metagenomics datasets

Abstract

Keywords

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