Concepedia

Covariate Normalization

Covariate Normalization is a methodological procedure in covariate modeling that standardizes predictor variables to ensure numerical comparability and model stability by removing scale-induced biases through centering and scaling transformations.

27

Publications

2.2K

Citations

85

Authors

55

Institutions

Publications per year

2017–2026

11

Parents

Publications

27

Environmental Chemicals in Urine and Blood: Improving Methods for Creatinine and Lipid Adjustment

Katie M. O’Brien, Kristen Upson, Nancy R. Cook et al. · Environmental Health Perspectives · 2015 · 494 citations · Full text

, , +12

Accurate automatic estimation of total intracranial volume: A nuisance variable with less nuisance

Ian B. Malone, Kelvin K. Leung, Shona Clegg et al. · NeuroImage · 2014 · 485 citations · Full text

, , +15

Urinary specific gravity measures in the U.S. population: Implications for the adjustment of non-persistent chemical urinary biomarker data

Jordan R. Kuiper, Katie M. O’Brien, Kelly K. Ferguson et al. · Environment International · 2021 · 140 citations · Full text

, , +13

Should observational studies be designed to allow lack of balance in covariate distributions across treatment groups?

Donald B. Rubin · Statistics in Medicine · 2009 · 104 citations

, , +13

The choice of treatment for cancer patients based on covariate information.

David P. Byar, S B Green · PubMed · 1980 · 101 citations

, , +10

1–5 of 27

Authors

85

  1. DP
    David P. Byar

    National Cancer Institute, United States

    2 publications · 191 citations

    2

    h-index

  2. KM
    Katie M. O’Brien

    National Institute of Environmental Health Sciences, United States

    2 publications · 634 citations

    2

    h-index

  3. RH
    Roman Hornung

    Zimmer Biomet (Germany), Germany

    1 publications · 21 citations

    1

    h-index

  4. KU
    Kristen Upson

    National Institute of Environmental Health Sciences, United States

    1 publications · 494 citations

    1

    h-index

  5. FJ
    Francisco José Martínez-Estudillo

    University of Córdoba, Spain

    1 publications · 34 citations

    1

    h-index

1–5 of 85

Institutions

55

  1. National Institute of Environmental Health Sciences

    Durham, United States

    2 h-index

    3 publications

    774 citations

  2. Harvard University

    Cambridge, United States

    2 h-index

    2 publications

    598 citations

  3. Texas A&M University

    College Station, United States

    2 h-index

    3 publications

    69 citations

  4. Northwestern University

    Evanston, United States

    1 h-index

    1 publications

    58 citations

  5. University of California, Davis

    Davis, United States

    1 h-index

    1 publications

    45 citations

  6. Ludwig-Maximilians-Universität München

    Munich, Germany

    1 h-index

    1 publications

    21 citations

  7. Wellcome Centre for Integrative Neuroimaging

    Oxford, United Kingdom

    1 h-index

    1 publications

    485 citations

  8. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    1 h-index

    2 publications

    64 citations

1–8 of 55

Venues

  1. Statistics in Medicine

    4 publications · 176 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 1 publications · 21 citations

    1

    h-index

  3. 1

    h-index

  4. Journal of Chronic Diseases

    1 publications · 90 citations

    1

    h-index

  5. Journal of Multivariate Analysis

    1 publications · 25 citations

    1

    h-index

1–5