Concepedia

Spatial Change-point Detection

Spatial Change-Point Detection is a statistical methodology within Bayesian spatial analysis that identifies abrupt changes in the spatial pattern or structure of a process by modeling the location and nature of discontinuities as latent change-points in a spatially referenced dataset.

66

Publications

2.4K

Citations

159

Authors

113

Institutions

Publications per year

2017–2026

21

Parents

Publications

66

Detecting multiple change-points in the mean of Gaussian process by model selection

Émilie Lebarbier · Signal Processing · 2004 · 204 citations · Full text

, , +9

The efficiency of detecting changes of density in random dot patterns

H. B. Barlow · Vision Research · 1978 · 178 citations

, , +12

Bayesian change-point analysis in hydrometeorological time series. Part 1. The normal model revisited

Luc Perreault, J. Bernier, Bernard Bobée et al. · Journal of Hydrology · 2000 · 166 citations

, , +17

A fast Bayesian change point analysis for the segmentation of microarray data

Chandra Erdman, John W. Emerson · Bioinformatics · 2008 · 157 citations · Full text

, , +16

Computationally Efficient Changepoint Detection for a Range of Penalties

Kaylea Haynes, Idris A. Eckley, Paul Fearnhead · Journal of Computational and Graphical Statistics · 2015 · 116 citations · Full text

, , +14

1–5 of 66

Authors

159

  1. BB
    Bernard Bobée

    Institut National de la Recherche Scientifique, Canada

    2 publications · 235 citations

    2

    h-index

  2. RW
    Rebecca Willett

    Duke University, United States

    2 publications · 43 citations

    2

    h-index

  3. WH
    William Herlands

    Carnegie Mellon University, United States

    2 publications · 30 citations

    2

    h-index

  4. LP
    Luc Perreault

    Hydro-Québec, Canada

    2 publications · 235 citations

    2

    h-index

  5. EP
    Eric P. Xing

    Carnegie Mellon University, United States

    2 publications · 30 citations

    2

    h-index

1–5 of 159

Institutions

113

  1. Institut National de la Recherche Scientifique

    Québec, Canada

    3 h-index

    8 publications

    684 citations

  2. Charles University

    Prague, Czechia

    2 h-index

    3 publications

    44 citations

  3. University of Augsburg

    Augsburg, Germany

    2 h-index

    2 publications

    26 citations

  4. The University of Texas at Dallas

    Richardson, United States

    2 h-index

    5 publications

    101 citations

  5. Natural Sciences and Engineering Research Council of Canada

    Ottawa, Canada

    2 h-index

    5 publications

    636 citations

  6. Hydro-Québec

    Montreal, Canada

    2 h-index

    5 publications

    636 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    2 publications

    42 citations

  8. University of Utah

    Salt Lake City, United States

    2 h-index

    2 publications

    41 citations

1–8 of 113

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 129 citations

    5

    h-index

  2. Journal of Multivariate Analysis

    3 publications · 56 citations

    3

    h-index

  3. 2

    h-index

  4. Environmetrics

    2 publications · 28 citations

    2

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 2 publications · 45 citations

    2

    h-index

1–5