Concepedia

Quantile Normalization

Quantile Normalization is a statistical preprocessing technique used in omics data analysis that belongs to the class of normalization methods, distinguished by its approach of making the distribution of intensities across samples identical by forcing the quantiles of each sample’s intensity distribution to be equal.

220

Publications

18.3K

Citations

769

Authors

426

Institutions

Publications per year

2017–2026

70

Parents

Publications

220

A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data

Andrew E. Teschendorff, Francesco Marabita, Matthias Lechner et al. · Bioinformatics · 2012 · 1.9K citations · Full text

, , +14

Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments

James Bullard, Elizabeth Purdom, Kasper D. Hansen et al. · BMC Bioinformatics · 2010 · 1.8K citations · Full text

, , +15

SWAN: Subset-quantile Within Array Normalization for Illumina Infinium HumanMethylation450 BeadChips

Jovana Maksimovic, Lavinia Gordon, Alicia Oshlack · Genome biology · 2012 · 887 citations · Full text

, , +15

Removing technical variability in RNA-seq data using conditional quantile normalization

Kasper D. Hansen, Rafael A. Irizarry, Zhijin Wu · Biostatistics · 2012 · 668 citations · Full text

, , +13

Multivariate quantile mapping bias correction: an N-dimensional probability density function transform for climate model simulations of multiple variables

Alex J. Cannon · Climate Dynamics · 2017 · 668 citations · Full text

, , +17

1–5 of 220

Authors

769

  1. RA
    Rafael A. Irizarry

    Johns Hopkins University, United States

    6 publications · 1K citations

    6

    h-index

  2. SC
    Stephanie C. Hicks

    Johns Hopkins University, United States

    6 publications · 359 citations

    6

    h-index

  3. RJ
    Rong Jiang

    Tongji University, China

    4 publications · 83 citations

    4

    h-index

  4. KD
    Kasper D. Hansen

    Johns Hopkins University, United States

    4 publications · 2.5K citations

    4

    h-index

  5. KY
    Keming Yu

    Brunel University of London, United Kingdom

    3 publications · 99 citations

    3

    h-index

1–5 of 769

Institutions

426

  1. Harvard University

    Cambridge, United States

    10 h-index

    18 publications

    1.2K citations

  2. Dana-Farber Cancer Institute

    Boston, United States

    7 h-index

    15 publications

    1.2K citations

  3. National University of Singapore

    Singapore, Singapore

    7 h-index

    11 publications

    509 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    6 publications

    148 citations

  5. Johns Hopkins University

    Baltimore, United States

    4 h-index

    9 publications

    1.5K citations

  6. Central South University

    Changsha, China

    3 h-index

    18 publications

    384 citations

  7. Pusan National University

    Busan, South Korea

    3 h-index

    3 publications

    138 citations

  8. University of California, Berkeley

    Berkeley, United States

    3 h-index

    10 publications

    7.3K citations

1–8 of 426

Venues

  1. BMC Bioinformatics

    14 publications · 2.8K citations

    13

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 11 publications · 366 citations

    11

    h-index

  3. Bioinformatics

    9 publications · 2.4K citations

    9

    h-index

  4. Statistics & Probability Letters

    6 publications · 167 citations

    6

    h-index

  5. Computational Statistics

    4 publications · 100 citations

    4

    h-index

1–5