Concepedia

Predictive Model Calibration

Predictive Model Calibration is the process of ensuring that the predicted probabilities generated by a genetic risk prediction model accurately reflect the true likelihood of the observed outcomes, belonging to the class of model validation techniques and distinguished by its focus on the agreement between predicted risks and empirical event rates.

70

Publications

4.4K

Citations

258

Authors

171

Institutions

Publications per year

2017–2026

23

Parents

Publications

70

Sample size for binary logistic prediction models: Beyond events per variable criteria

Maarten van Smeden, Karel G. M. Moons, Joris A. H. de Groot et al. · Statistical Methods in Medical Research · 2018 · 753 citations · Full text

, , +17

A better measure of relative prediction accuracy for model selection and model estimation

Journal of the Operational Research Society · 2014 · 429 citations · Full text

, , +16

Validation techniques for logistic regression models

Michael E. Miller, Siu L. Hui, William M. Tierney · Statistics in Medicine · 1991 · 319 citations

, , +16

The Integrated Calibration Index (ICI) and related metrics for quantifying the calibration of logistic regression models

Peter C. Austin, Ewout W. Steyerberg · Statistics in Medicine · 2019 · 313 citations · Full text

, , +17

Role of the calibration process in reducing model predictive error

Catherine Moore, John Doherty · Water Resources Research · 2005 · 265 citations · Full text

, , +17

1–5 of 70

Authors

258

  1. YV
    Yvonne Vergouwe

    Erasmus MC, Netherlands

    3 publications · 131 citations

    3

    h-index

  2. EW
    Ewout W. Steyerberg

    Erasmus MC, Netherlands

    3 publications · 403 citations

    3

    h-index

  3. SE
    Stefano Ermon

    Stanford University, United States

    2 publications · 25 citations

    2

    h-index

  4. TM
    Tengyu Ma

    Stanford University, United States

    2 publications · 25 citations

    2

    h-index

  5. SV
    Sabine Van Huffel

    KU Leuven, Belgium

    2 publications · 109 citations

    2

    h-index

1–5 of 258

Institutions

171

  1. Erasmus MC

    Rotterdam, The Netherlands

    3 h-index

    5 publications

    531 citations

  2. Leiden University Medical Center

    Leiden, The Netherlands

    3 h-index

    4 publications

    373 citations

  3. Stanford University

    Stanford, United States

    3 h-index

    6 publications

    74 citations

  4. Huazhong University of Science and Technology

    Wuhan, China

    2 h-index

    11 publications

    316 citations

  5. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    4 publications

    88 citations

  6. University of Hertfordshire

    Hatfield, United Kingdom

    2 h-index

    2 publications

    531 citations

  7. iMinds

    Ghent, Belgium

    2 h-index

    4 publications

    218 citations

  8. KU Leuven

    Leuven, Belgium

    2 h-index

    8 publications

    436 citations

1–8 of 171

Venues

  1. Statistics in Medicine

    7 publications · 1K citations

    7

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 56 citations

    4

    h-index

  3. Reliability Engineering & System Safety

    3 publications · 77 citations

    3

    h-index

  4. 2

    h-index

  5. PLoS ONE

    2 publications · 146 citations

    2

    h-index

1–5