Concepedia

Adaptive Bayesian Inference

Adaptive Bayesian Inference is a probabilistic inference framework that dynamically updates belief distributions over latent variables or model parameters in response to sequential evidence, distinguishing itself from static Bayesian methods by incorporating feedback-driven adaptation of the inference process to optimize diagnostic accuracy in real-time.

253

Publications

14.3K

Citations

844

Authors

427

Institutions

Publications per year

2017–2026

78

Parents

Publications

253

Adaptive Bayesian Wavelet Shrinkage

Hugh Chipman, Eric D. Kolaczyk, Robert E. McCulloch · Journal of the American Statistical Association · 1997 · 528 citations

, , +8

Dose‐Finding Based on Efficacy–Toxicity Trade‐Offs

Peter F. Thall, John D. Cook · Biometrics · 2004 · 510 citations

, , +13

Wavelet-based Functional Mixed Models

Jeffrey S. Morris, Raymond J. Carroll · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2006 · 403 citations · Full text

, , +16

Bayesian adaptive estimation of the contrast sensitivity function: The quick CSF method

Journal of Vision · 2010 · 336 citations · Full text

, , +17

Some adaptive Monte Carlo methods for Bayesian inference

Luke Tierney, Antonietta Mira · Statistics in Medicine · 1999 · 302 citations

, , +12

1–5 of 253

Authors

844

  1. PF
    Peter F. Thall

    The University of Texas MD Anderson Cancer Center, United States

    6 publications · 819 citations

    6

    h-index

  2. ZL
    Zhong‐Lin Lu

    University of Southern California, United States

    6 publications · 339 citations

    6

    h-index

  3. SB
    Scott Berry

    Berry & Associates (United States), United States

    4 publications · 198 citations

    4

    h-index

  4. GY
    Guosheng Yin

    University of Hong Kong, Hong Kong SAR China

    3 publications · 238 citations

    3

    h-index

  5. MK
    Mojtaba Kordestani

    University of Windsor, Canada

    3 publications · 189 citations

    3

    h-index

1–5 of 844

Institutions

427

  1. The University of Texas MD Anderson Cancer Center

    Houston, United States

    11 h-index

    35 publications

    3.2K citations

  2. The Ohio State University

    Columbus, United States

    8 h-index

    20 publications

    886 citations

  3. University of Cambridge

    Cambridge, United Kingdom

    7 h-index

    26 publications

    984 citations

  4. Berry & Associates (United States)

    Dexter, United States

    6 h-index

    19 publications

    651 citations

  5. Tsinghua University

    Beijing, China

    5 h-index

    14 publications

    402 citations

  6. Imperial College London

    London, United Kingdom

    5 h-index

    16 publications

    454 citations

  7. University of California, Irvine

    Irvine, United States

    4 h-index

    6 publications

    156 citations

  8. University of Oxford

    Oxford, United Kingdom

    4 h-index

    8 publications

    390 citations

1–8 of 427

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 350 citations

    9

    h-index

  2. Biometrics

    7 publications · 943 citations

    7

    h-index

  3. Statistics in Medicine

    7 publications · 407 citations

    7

    h-index

  4. The Annals of Statistics

    6 publications · 475 citations

    6

    h-index

  5. 5

    h-index

1–5