Concepedia

Bayesian Change-point Detection

Bayesian Change-Point Detection is a statistical methodology within sequential Bayesian inference that identifies abrupt changes in the generative parameters of a time series through probabilistic updating of change-point occurrences using prior-to-posterior belief propagation.

262

Publications

13.4K

Citations

659

Authors

376

Institutions

Publications per year

2017–2026

68

Variants

Bayesian Change Point Detection

Parents

Publications

262

A Bayesian Analysis for Change Point Problems

Daniel Barry, J. A. Hartigan · Journal of the American Statistical Association · 1993 · 650 citations

, , +14

Bayesian Online Changepoint Detection

Ryan P. Adams, David Mackay · ArXiv.org · 2007 · 603 citations · Full text

, , +15

Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics: A Bayesian ensemble algorithm

Kaiguang Zhao, Michael A. Wulder, Tongxi Hu et al. · Remote Sensing of Environment · 2019 · 481 citations · Full text

, , +17

Bayesian inference in physics

U. von Toussaint · Reviews of Modern Physics · 2011 · 435 citations · Full text

, , +15

On Tests for Detecting Change in Mean

Ashish Sen, Muni S. Srivastava · The Annals of Statistics · 1975 · 357 citations · Full text

, , +17

1–5 of 262

Authors

659

  1. TB
    Taha B. M. J. Ouarda

    Institut National de la Recherche Scientifique, Canada

    5 publications · 223 citations

    5

    h-index

  2. AG
    Alexander G. Tartakovsky

    University of Southern California, United States

    4 publications · 352 citations

    4

    h-index

  3. OÜ
    O. Üreten

    Communications Research Centre Canada, Canada

    4 publications · 254 citations

    4

    h-index

  4. NS
    N. Serinken

    Communications Research Centre Canada, Canada

    4 publications · 254 citations

    4

    h-index

  5. OS
    Ousmane Seidou

    University of Ottawa, Canada

    4 publications · 206 citations

    4

    h-index

1–5 of 659

Institutions

376

  1. Institut National de la Recherche Scientifique

    Québec, Canada

    9 h-index

    21 publications

    1.5K citations

  2. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    16 publications

    477 citations

  3. University of Oxford

    Oxford, United Kingdom

    5 h-index

    14 publications

    859 citations

  4. Natural Sciences and Engineering Research Council of Canada

    Ottawa, Canada

    5 h-index

    12 publications

    1.1K citations

  5. Imperial College London

    London, United Kingdom

    5 h-index

    5 publications

    373 citations

  6. Hydro-Québec

    Montreal, Canada

    5 h-index

    12 publications

    1.1K citations

  7. University of Cambridge

    Cambridge, United Kingdom

    5 h-index

    12 publications

    527 citations

  8. University of Michigan

    Ann Arbor, United States

    4 h-index

    8 publications

    422 citations

1–8 of 376

Venues

  1. Journal of Climate

    6 publications · 327 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 114 citations

    6

    h-index

  3. Sequential Analysis

    5 publications · 238 citations

    5

    h-index

  4. Water Resources Research

    5 publications · 239 citations

    5

    h-index

  5. 5

    h-index

1–5