Concepedia

Statistical Validation

Statistical Validation is a systematic methodological process in Nuclear Magnetic Resonance Metabolomics that verifies the reliability, significance, and robustness of analytical results by applying statistical criteria to distinguish true metabolic patterns from random variation or overfitted models.

576

Publications

39.5K

Citations

2.8K

Authors

1.2K

Institutions

Publications per year

2017–2026

176

Parents

Publications

576

Principles of QSAR models validation: internal and external

Paola Gramatica · QSAR & Combinatorial Science · 2007 · 2.2K citations · Full text

, , +13

Statistical validation of image segmentation quality based on a spatial overlap index1

Kelly H. Zou, Simon K. Warfield, Aditya Bharatha et al. · Academic Radiology · 2004 · 1.9K citations · Full text

, , +15

Assessment of PLSDA cross validation

Johan A. Westerhuis, Huub C. J. Hoefsloot, Suzanne Smit et al. · Metabolomics · 2008 · 1.4K citations · Full text

, , +15

Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning

Frederik Kratzert, Daniel Klotz, Mathew Herrnegger et al. · Water Resources Research · 2019 · 970 citations · Full text

, , +16

The PeptideAtlas project

Frank Desiere · Nucleic Acids Research · 2005 · 916 citations · Full text

, , +17

1–5 of 576

Authors

2.8K

  1. JH
    John H. Livingston

    The University of Tokyo, Japan

    6 publications · 503 citations

    6

    h-index

  2. CD
    Courtney D. Dressing

    University of California, Berkeley, United States

    6 publications · 634 citations

    6

    h-index

  3. AW
    Andrew W. Howard

    University of California, Berkeley, United States

    5 publications · 476 citations

    5

    h-index

  4. IJ
    Ian J. M. Crossfield

    California Institute of Technology, United States

    5 publications · 476 citations

    5

    h-index

  5. DR
    David R. Ciardi

    California Institute of Technology, United States

    5 publications · 476 citations

    5

    h-index

1–5 of 2.8K

Institutions

1.2K

  1. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    56 publications

    3.2K citations

  2. Goddard Space Flight Center

    Greenbelt, United States

    11 h-index

    19 publications

    2.1K citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    10 h-index

    22 publications

    3.4K citations

  4. University of Bologna

    Bologna, Italy

    10 h-index

    45 publications

    1.4K citations

  5. Center for Astrophysics Harvard & Smithsonian

    Cambridge, United States

    9 h-index

    43 publications

    2.9K citations

  6. Harvard University

    Cambridge, United States

    9 h-index

    20 publications

    13.8K citations

  7. California Institute of Technology

    Pasadena, United States

    9 h-index

    62 publications

    5.8K citations

  8. Ames Research Center

    Mountain View, United States

    8 h-index

    18 publications

    1.4K citations

1–8 of 1.2K

Venues

  1. PLoS ONE

    13 publications · 494 citations

    13

    h-index

  2. PubMed

    Repository · 10 publications · 287 citations

    10

    h-index

  3. Scientific Reports

    9 publications · 315 citations

    9

    h-index

  4. BMC Bioinformatics

    8 publications · 293 citations

    8

    h-index

  5. Journal of Proteome Research

    JPR · 6 publications · 355 citations

    6

    h-index

1–5