Concepedia

Change-point Detection

Change-Point Detection is a statistical methodology within time series analysis that identifies the specific point in a sequence of data where the underlying generative process undergoes a significant and abrupt change in distributional properties.

2.4K

Publications

149.9K

Citations

5K

Authors

1.8K

Institutions

Publications per year

2017–2026

688

Variants

Change Point Detection

Parents

Children

Publications

2.4K

Tests for Parameter Instability and Structural Change With Unknown Change Point

Donald W. K. Andrews · Econometrica · 1993 · 4.3K citations

, , +14

Detection of Abrupt Changes: Theory and Application

Kurt S. Riedel · Technometrics · 1994 · 3K citations

, , +9

Optimal Detection of Changepoints With a Linear Computational Cost

Rebecca Killick, Paul Fearnhead, Idris A. Eckley · Journal of the American Statistical Association · 2012 · 2.5K citations · Full text

, , +14

Accurate, Robust, and Automated Longitudinal and Cross-Sectional Brain Change Analysis

Stephen M. Smith, Yongyue Zhang, Mark Jenkinson et al. · NeuroImage · 2002 · 2.1K citations

, , +14

Detecting trend and seasonal changes in satellite image time series

Jan Verbesselt, Rob J. Hyndman, Glenn Newnham et al. · Remote Sensing of Environment · 2009 · 1.8K citations

, , +14

1–5 of 2.4K

Authors

5K

  1. AG
    Alexander G. Tartakovsky

    University of Southern California, United States

    25 publications · 1.8K citations

    21

    h-index

  2. MR
    Marion R. Reynolds

    Virginia Tech, United States

    21 publications · 1.6K citations

    18

    h-index

  3. PF
    Paul Fearnhead

    Lancaster University, United Kingdom

    20 publications · 3.5K citations

    17

    h-index

  4. MH
    Marie Hušková

    Charles University, Czechia

    17 publications · 843 citations

    16

    h-index

  5. LH
    Lajos Horváth

    University of Utah, United States

    21 publications · 1.2K citations

    16

    h-index

1–5 of 5K

Institutions

1.8K

  1. Centre National de la Recherche Scientifique

    Paris, France

    29 h-index

    128 publications

    10.1K citations

  2. University of Southern California

    Los Angeles, United States

    24 h-index

    58 publications

    4.8K citations

  3. Virginia Tech

    Blacksburg, United States

    24 h-index

    59 publications

    3.6K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    22 h-index

    61 publications

    2.5K citations

  5. Lancaster University

    Lancaster, United Kingdom

    20 h-index

    56 publications

    10.3K citations

  6. University of Minnesota

    Minneapolis, United States

    19 h-index

    37 publications

    2.7K citations

  7. Stanford University

    Stanford, United States

    19 h-index

    36 publications

    3K citations

  8. Georgia Institute of Technology

    Atlanta, United States

    19 h-index

    51 publications

    3.3K citations

1–8 of 1.8K

Venues

  1. The Annals of Statistics

    50 publications · 4.6K citations

    36

    h-index

  2. Journal of Quality Technology

    46 publications · 4.4K citations

    34

    h-index

  3. Journal of the American Statistical Association

    40 publications · 6.2K citations

    25

    h-index

  4. arXiv (Cornell University)

    Repository · 72 publications · 2.2K citations

    25

    h-index

  5. Sequential Analysis

    40 publications · 1.4K citations

    25

    h-index

1–5