{"product_id":"r-programming-for-mass-spectrometry","title":"R Programming for Mass Spectrometry","description":"\u003cp\u003e\u003cb\u003eA practical guide to reproducible and high impact mass spectrometry data analysis\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eR Programming for Mass Spectrometry\u003c\/i\u003e teaches a rigorous and detailed approach to analyzing mass spectrometry data using the R programming language. It emphasizes reproducible research practices and transparent data workflows and is designed for analytical chemists, biostatisticians, and data scientists working with mass spectrometry. \u003c\/p\u003e\u003cp\u003eReaders will find specific algorithms and reproducible examples that address common challenges in mass spectrometry alongside example code and outputs. Each chapter provides practical guidance on statistical summaries, spectral search, chromatographic data processing, and machine learning for mass spectrometry. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey topics include: \u003c\/b\u003e \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eComprehensive data analysis using the Tidyverse in combination with Bioconductor, a widely used software project for the analysis of biological data\u003c\/li\u003e\n\u003cli\u003eProcessing chromatographic peaks, peak detection, and quality control in mass spectrometry data\u003c\/li\u003e\n\u003cli\u003eApplying machine learning techniques, using Tidymodels for supervised and unsupervised learning, as well as for feature engineering and selection, providing modern approaches to data-driven insights\u003c\/li\u003e\n\u003cli\u003eMethods for producing reproducible, publication-ready reports and web pages using RMarkdown\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003ci\u003eR Programming for Mass Spectrometry\u003c\/i\u003e is an indispensable guide for researchers, instructors, and students. It provides modern tools and methodologies for comprehensive data analysis. With a companion website that includes code and example datasets, it serves as both a practical guide and a valuable resource for promoting reproducible research in mass spectrometry.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":54263189045592,"sku":"9781119872351","price":122.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781119872351_f9990262-46bb-4213-abfe-a154de058930.jpg?v=1771399843","url":"https:\/\/agendabookshop.com\/products\/r-programming-for-mass-spectrometry","provider":"Agenda Bookshop","version":"1.0","type":"link"}