Concepedia

Cross-validation Studies

Cross-Validation Studies is a methodological framework in computational statistics that systematically partitions genomic and nonparametric data into complementary subsets to evaluate the predictive performance and generalizability of statistical models by iteratively training and testing across different folds.

1.4K

Publications

141.9K

Citations

4.9K

Authors

1.8K

Institutions

Publications per year

2017–2026

438

Parents

Publications

1.4K

A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

, , +13

Cross-Validatory Choice and Assessment of Statistical Predictions

M. Stone · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 10.5K citations

, , +9

A survey of cross-validation procedures for model selection

2009 · 3.8K citations

, , +14

A survey of cross-validation procedures for model selection

Statistics Surveys · 2010 · 3.3K citations · Full text

, , +14

Predicting basal metabolic rate, new standards and review of previous work.

Schofield Wn · PubMed · 1985 · 2.9K citations

, , +17

1–5 of 1.4K

Authors

4.9K

  1. DC
    Daniel Cozzolino

    Australian Wine Research Institute, Australia

    12 publications · 722 citations

    12

    h-index

  2. MS
    M. Stone

    University College London, United Kingdom

    7 publications · 13.6K citations

    7

    h-index

  3. AB
    Anne‐Laure Boulesteix

    Ludwig-Maximilians-Universität München, Germany

    6 publications · 268 citations

    6

    h-index

  4. PH
    Peter Hall

    Australian National University, Australia

    5 publications · 467 citations

    5

    h-index

  5. PB
    Prabir Burman

    University of California, Davis, United States

    4 publications · 923 citations

    4

    h-index

1–5 of 4.9K

Institutions

1.8K

  1. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    53 publications

    4.8K citations

  2. University College London

    London, United Kingdom

    14 h-index

    34 publications

    14.2K citations

  3. University of California, Los Angeles

    Los Angeles, United States

    12 h-index

    30 publications

    1.9K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    12 h-index

    28 publications

    1.1K citations

  5. Stanford University

    Stanford, United States

    12 h-index

    22 publications

    13.5K citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    11 h-index

    27 publications

    827 citations

  7. University of California, Davis

    Davis, United States

    11 h-index

    14 publications

    699 citations

  8. Cornell University

    Ithaca, United States

    11 h-index

    36 publications

    3.9K citations

1–8 of 1.8K

Venues

  1. Bioinformatics

    27 publications · 2.1K citations

    24

    h-index

  2. PLoS ONE

    27 publications · 1.5K citations

    20

    h-index

  3. PubMed

    Repository · 22 publications · 3.9K citations

    16

    h-index

  4. Journal of the American Statistical Association

    18 publications · 4.2K citations

    15

    h-index

  5. BMC Bioinformatics

    17 publications · 997 citations

    15

    h-index

1–5