03013nam a22003854u 4500 10.1002/9781119639398 Wiley 20251030120315.0 cr nn 008mam|a 240626t2024||||xxu fs| |0|| 0|eng|| 9781119639398 electronic 10.1002/9781119639398 doi eng Brereton, Richard G. aut 29466 Data Analysis and Chemometrics for Metabolomics [electronic resource] Richard G. Brereton 1 Wiley 2024 Wiley 2024 432pp.; text txt rdacontent computer c rdamedia online resource cr rdacarrier text file rdaft PDF Understand new modes of analysing metabolomic data Metabolomics is the study of metabolites, small molecules and chemical substrates within cells or larger structures which collectively make up the metabolome. The field of metabolomics stands to benefit enormously from chemometrics, an approach which brings advanced statistical techniques to bear on data of this kind. Data Analysis and Chemometrics for Metabolomics constitutes an accessible introduction to chemometric techniques and their applications in the field of metabolomics. Thoroughly and accessibly written by a leading expert in chemometrics, and printed in full-colour, it brings robust data analysis into conversation with the metabolomic field to the immense benefit of practitioners. Data Analysis and Chemometrics for Metabolomics readers will also find: Statistical insights into the nature of metabolomic hypothesis testing, validation, and more All metabolomics data sets from the book on a companion website Case studies from human, animal, plant and bacterial biology Data Analysis and Chemometrics for Metabolomics is ideal for practitioners in the life sciences, clinical sciences and chemistry, as well as metabolomics researchers or developers of research instruments looking to apply cutting-edge analytical techniques, and statisticians developing methods to design experiments and analyse large datasets of clinical and biological origin. Chemometrics & Data Handling 91795 Bioinformatics & Computational Biology 91990 Biostatistics 65985 Metabolites; metabolomic data; data analysis; statistical analysis; multivariate analysis; pattern recognition; experimental design; analytical instrumentation; clinical metabolism; plant metabolism; animal metabolism Printed edition: 9781119639381 https://doi.org/10.1002/9781119639398 Wiley Online Library https://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9781119639398 Wiley Online Library Cover Image https://onlinelibrary.wiley.com/cms/asset/6552adc5-9e93-41b4-afe6-7353e11fb343/9781119639398.cover.gif Wiley Online Library 67176 67176