Concepedia

Calibration Metrics

Calibration Metrics is a statistical framework used in polygenic risk assessment to evaluate the agreement between predicted risk probabilities and observed empirical outcomes, distinguishing itself by quantifying the reliability of risk stratification across different subgroups or risk thresholds.

44

Publications

3.2K

Citations

208

Authors

137

Institutions

Publications per year

2017–2026

29

Parents

Publications

44

A calibration hierarchy for risk models was defined: from utopia to empirical data

Ben Van Calster, Daan Nieboer, Yvonne Vergouwe et al. · Journal of Clinical Epidemiology · 2016 · 838 citations · Full text

, , +15

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

ROC and AUC with a Binary Predictor: a Potentially Misleading Metric

Journal of Classification · 2019 · 289 citations · Full text

, , +7

Toward Optimal Calibration of the SLEUTH Land Use Change Model

Charles Dietzel, Keith Clarke · Transactions in GIS · 2007 · 242 citations · Full text

, , +13

Graphical calibration curves and the integrated calibration index (ICI) for survival models

Peter C. Austin, Frank E. Harrell, David van Klaveren · Statistics in Medicine · 2020 · 214 citations · Full text

, , +16

1–5 of 44

Authors

208

  1. DW
    David Widmann

    Uppsala University, Sweden

    3 publications · 132 citations

    3

    h-index

  2. EW
    Ewout W. Steyerberg

    Erasmus MC, Netherlands

    3 publications · 1.2K citations

    3

    h-index

  3. FL
    Fredrik Lindsten

    Linköping University, Sweden

    3 publications · 132 citations

    3

    h-index

  4. DV
    David van Klaveren

    Erasmus MC, Netherlands

    3 publications · 310 citations

    3

    h-index

  5. PC
    Peter C. Austin

    University of Toronto, Canada

    3 publications · 572 citations

    3

    h-index

1–5 of 208

Institutions

137

  1. Erasmus MC

    Rotterdam, The Netherlands

    5 h-index

    10 publications

    4.1K citations

  2. Harvard University

    Cambridge, United States

    4 h-index

    6 publications

    221 citations

  3. Uppsala University

    Uppsala, Sweden

    3 h-index

    12 publications

    579 citations

  4. Leiden University Medical Center

    Leiden, The Netherlands

    3 h-index

    5 publications

    445 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    12 publications

    606 citations

  6. University of Toronto

    Toronto, Canada

    3 h-index

    3 publications

    572 citations

  7. Cancer Research And Biostatistics

    Seattle, United States

    3 h-index

    3 publications

    66 citations

  8. Texas A&M University

    College Station, United States

    3 h-index

    5 publications

    90 citations

1–8 of 137

Venues

  1. Statistics in Medicine

    8 publications · 692 citations

    8

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 132 citations

    3

    h-index

  3. Applied Economics

    1 publications · 20 citations

    1

    h-index

  4. Journal of the American Medical Informatics Association

    JAMIA · 1 publications · 61 citations

    1

    h-index

  5. Transactions in GIS

    1 publications · 242 citations

    1

    h-index

1–5