Concepedia

Statistical Analysis Of Differential Expression

Statistical Analysis of Differential Expression is a quantitative methodological framework in proteomics that belongs to the class of statistical inference techniques, specifically designed to identify and quantify significant changes in protein abundance across biological conditions while controlling for experimental variability and false discovery rates.

376

Publications

91.8K

Citations

1.3K

Authors

506

Institutions

Publications per year

2017–2026

49

Parents

Publications

376

<tt>edgeR</tt> : a Bioconductor package for differential expression analysis of digital gene expression data

Mark D. Robinson, Davis J. McCarthy, Gordon K. Smyth · Bioinformatics · 2009 · 44.5K citations · Full text

, , +14

Variance stabilization applied to microarray data calibration and to the quantification of differential expression

Wolfgang Huber, Anja von Heydebreck, Holger Sültmann et al. · Bioinformatics · 2002 · 2.6K citations · Full text

, , +13

Heavy-tailed prior distributions for sequence count data: removing the noise and preserving large differences

Anqi Zhu, Joseph G. Ibrahim, Michael I. Love · Bioinformatics · 2018 · 2.3K citations · Full text

, , +14

A Bayesian framework for the analysis of microarray expression data: regularized <i>t</i> -test and statistical inferences of gene changes

Pierre Baldi, Anthony D. Long · Bioinformatics · 2001 · 1.6K citations · Full text

, , +15

Rank products: a simple, yet powerful, new method to detect differentially regulated genes in replicated microarray experiments

Rainer Breitling, Patrick Armengaud, Anna Amtmann et al. · FEBS Letters · 2004 · 1.5K citations

, , +14

1–5 of 376

Authors

1.3K

  1. GK
    Gordon K. Smyth

    Walter and Eliza Hall Institute of Medical Research, Australia

    6 publications · 47.4K citations

    6

    h-index

  2. NA
    Natasha A. Karp

    Wellcome Sanger Institute, United Kingdom

    5 publications · 751 citations

    5

    h-index

  3. RB
    Rainer Breitling

    University of Groningen, Netherlands

    5 publications · 2.6K citations

    5

    h-index

  4. MI
    Michael I. Love

    University of North Carolina at Chapel Hill, United States

    5 publications · 2.9K citations

    5

    h-index

  5. NT
    Norman T. J. Bailey

    University of Cambridge, United Kingdom

    5 publications · 1.1K citations

    5

    h-index

1–5 of 1.3K

Institutions

506

  1. Harvard University

    Cambridge, United States

    10 h-index

    17 publications

    1.2K citations

  2. The University of Texas MD Anderson Cancer Center

    Houston, United States

    9 h-index

    22 publications

    1.3K citations

  3. University of Washington

    Seattle, United States

    9 h-index

    23 publications

    3.4K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    17 publications

    812 citations

  5. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    7 h-index

    14 publications

    7.8K citations

  6. University of Cambridge

    Cambridge, United Kingdom

    7 h-index

    13 publications

    1.8K citations

  7. University of Manchester

    Manchester, United Kingdom

    6 h-index

    8 publications

    586 citations

  8. Imperial College London

    London, United Kingdom

    6 h-index

    11 publications

    294 citations

1–8 of 506

Venues

  1. Bioinformatics

    68 publications · 59.1K citations

    40

    h-index

  2. BMC Bioinformatics

    34 publications · 1.8K citations

    23

    h-index

  3. Journal of Proteome Research

    JPR · 18 publications · 1.8K citations

    15

    h-index

  4. Statistical Applications in Genetics and Molecular Biology

    SAGMB · 14 publications · 1.3K citations

    12

    h-index

  5. PROTEOMICS

    11 publications · 748 citations

    11

    h-index

1–5