Concepedia

Bayesian Model Calibration

Bayesian Model Calibration is a statistical framework that belongs to the class of Bayesian inference methods, distinguished by its incorporation of prior knowledge and observed data to systematically adjust model parameters and quantify uncertainties in order to align model predictions with empirical observations.

415

Publications

29.3K

Citations

1.3K

Authors

603

Institutions

Publications per year

2017–2026

190

Parents

Publications

415

Bayesian Calibration of Computer Models

Marc C. Kennedy, Anthony O’Hagan · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2001 · 4.2K citations · Full text

, , +11

Development of the Radiocarbon Calibration Program

Christopher Bronk Ramsey · Radiocarbon · 2001 · 2K citations · Full text

, , +14

Obtaining Well Calibrated Probabilities Using Bayesian Binning

Mahdi Pakdaman Naeini, Gregory Cooper, Miloš Hauskrecht · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 947 citations · Full text

, , +17

Calibration of<i>ρ</i>Values for Testing Precise Null Hypotheses

Thomas Sellke, M. J. Bayarri, James O. Berger · The American Statistician · 2001 · 857 citations

, , +14

Combining Field Data and Computer Simulations for Calibration and Prediction

Dave Higdon, Marc C. Kennedy, James C. Cavendish et al. · SIAM Journal on Scientific Computing · 2004 · 639 citations

, , +17

1–5 of 415

Authors

1.3K

  1. MV
    Marcel van Oijen

    UK Centre for Ecology & Hydrology, United Kingdom

    12 publications · 1K citations

    12

    h-index

  2. SM
    Sankaran Mahadevan

    Vanderbilt University, United States

    9 publications · 301 citations

    9

    h-index

  3. RC
    Ruchi Choudhary

    University of Cambridge, United Kingdom

    7 publications · 258 citations

    7

    h-index

  4. JR
    Jaideep Ray

    Sandia National Laboratories California, United States

    6 publications · 176 citations

    6

    h-index

  5. AG
    Andrew Gelman

    Columbia University, United States

    5 publications · 355 citations

    5

    h-index

1–5 of 1.3K

Institutions

603

  1. The University of Texas at Austin

    Austin, United States

    13 h-index

    39 publications

    2.7K citations

  2. Los Alamos National Laboratory

    Los Alamos, United States

    12 h-index

    32 publications

    1.9K citations

  3. ETH Zurich

    Zurich, Switzerland

    11 h-index

    27 publications

    1.2K citations

  4. Vanderbilt University

    Nashville, United States

    9 h-index

    23 publications

    814 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    9 h-index

    19 publications

    514 citations

  6. University College London

    London, United Kingdom

    9 h-index

    14 publications

    1.3K citations

  7. Sandia National Laboratories California

    Livermore, United States

    9 h-index

    20 publications

    732 citations

  8. University of Cambridge

    Cambridge, United Kingdom

    8 h-index

    13 publications

    545 citations

1–8 of 603

Venues

  1. Water Resources Research

    19 publications · 1.1K citations

    18

    h-index

  2. Journal of the American Statistical Association

    12 publications · 1.4K citations

    12

    h-index

  3. Energy and Buildings

    9 publications · 720 citations

    9

    h-index

  4. Technometrics

    7 publications · 239 citations

    7

    h-index

  5. Ecological Modelling

    7 publications · 421 citations

    7

    h-index

1–5