Concepedia

Statistical Diagnostics

Statistical Diagnostics is a methodological framework within Monte Carlo Transport Methods that systematically evaluates the reliability, convergence, and uncertainty of stochastic simulation results through quantitative statistical tests and diagnostic metrics.

242

Publications

22K

Citations

566

Authors

312

Institutions

Publications per year

2017–2026

34

Parents

Publications

242

General Methods for Monitoring Convergence of Iterative Simulations

Stephen P. Brooks, Andrew Gelman · Journal of Computational and Graphical Statistics · 1998 · 6.1K citations

, , +14

General Methods for Monitoring Convergence of Iterative Simulations

Stephen P. Brooks, Andrew Gelman · Journal of Computational and Graphical Statistics · 1998 · 2K citations

, , +14

Rank-Normalization, Folding, and Localization: An Improved Rˆ for Assessing Convergence of MCMC (with Discussion)

Bayesian Analysis · 2020 · 1.5K citations · Full text

, , +16

<b>runjags</b>: An<i>R</i>Package Providing Interface Utilities, Model Templates, Parallel Computing Methods and Additional Distributions for MCMC Models in<b>JAGS</b>

Matthew Denwood · Journal of Statistical Software · 2016 · 743 citations · Full text

, , +17

[Practical Markov Chain Monte Carlo]: Comment: One Long Run with Diagnostics: Implementation Strategies for Markov Chain Monte Carlo

Adrian E. Raftery, Steven M. Lewis · Statistical Science · 1992 · 532 citations · Full text

, , +16

1–5 of 242

Authors

566

  1. RV
    Russell V. Lenth

    University of Iowa, United States

    3 publications · 221 citations

    3

    h-index

  2. KS
    Kevin S. Berbaum

    University of Iowa, United States

    3 publications · 221 citations

    3

    h-index

  3. SP
    Stephen P. Brooks

    University of Cambridge, United Kingdom

    3 publications · 8.1K citations

    3

    h-index

  4. DD
    Donald D. Dorfman

    University of Iowa, United States

    3 publications · 221 citations

    3

    h-index

  5. SL
    Shuangzhe Liu

    University of Canberra, Australia

    3 publications · 89 citations

    3

    h-index

1–5 of 566

Institutions

312

  1. University of Iowa

    Iowa City, United States

    6 h-index

    18 publications

    1.2K citations

  2. University of Michigan

    Ann Arbor, United States

    4 h-index

    10 publications

    505 citations

  3. University of Toronto

    Toronto, Canada

    4 h-index

    6 publications

    1.6K citations

  4. Rutgers, The State University of New Jersey

    New Brunswick, United States

    4 h-index

    5 publications

    245 citations

  5. University of Bristol

    Bristol, United Kingdom

    4 h-index

    5 publications

    10.2K citations

  6. University of Massachusetts Amherst

    Amherst Center, United States

    4 h-index

    5 publications

    134 citations

  7. University of Washington

    Seattle, United States

    3 h-index

    4 publications

    123 citations

  8. Los Alamos National Laboratory

    Los Alamos, United States

    3 h-index

    4 publications

    134 citations

1–8 of 312

Venues

  1. Technometrics

    10 publications · 554 citations

    10

    h-index

  2. 9

    h-index

  3. 8

    h-index

  4. Biometrika

    6 publications · 399 citations

    6

    h-index

  5. Statistics in Medicine

    5 publications · 150 citations

    5

    h-index

1–5