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Statistical Analysis of Proteomic Data

Methods and Tools

Editors:

  • Includes cutting-edge techniques

  • Provides step-by-step detail essential for reproducible results

  • Contains key implementation advice from the experts

Part of the book series: Methods in Molecular Biology (MIMB, volume 2426)

Buying options

Hardcover Book USD 219.99
Price excludes VAT (USA)
This title has not yet been released. You will be able to pre-order it soon.

About this book

This book explores the most important processing steps of proteomics data analysis and presents practical guidelines, as well as software tools, that are both user-friendly and state-of-the-art in chemo- and biostatistics. Beginning with methods to control the false discovery rate (FDR), the volume continues with chapters devoted to software suites for constructing quantitation data tables, missing value related issues, differential analysis software, and more. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of detail and implementation advice that leads to successful results. 

Authoritative and practical, Statistical Analysis of Proteomic Data: Methods and Tools serves as an ideal guide for proteomics researchers looking to extract the best of their data with state-of-the art tools while also deepening their understanding of data analysis.

Keywords

  • Data processing computational routines
  • Machine learning
  • High dimensional statistics
  • Software suites
  • Chemostatistics
  • Differential analysis

Editors and Affiliations

  • Proteomics French Infrastructure, CEA de Grenoble, Grenoble, France

    Thomas Burger

Bibliographic Information

  • Book Title: Statistical Analysis of Proteomic Data

  • Book Subtitle: Methods and Tools

  • Editors: Thomas Burger

  • Series Title: Methods in Molecular Biology

  • Publisher: Humana New York, NY

  • eBook Packages: Springer Protocols

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature 2023

  • Series ISSN: 1064-3745

  • Series E-ISSN: 1940-6029

  • Edition Number: 1

  • Number of Pages: XI, 393

  • Number of Illustrations: 50 b/w illustrations, 477 illustrations in colour

  • Topics: Biostatistics, Proteins, Bioinformatics

Buying options

Hardcover Book USD 219.99
Price excludes VAT (USA)
This title has not yet been released. You will be able to pre-order it soon.