Concepedia

Low-count Statistics

Low-Count Statistics is a statistical framework that specifically addresses the analysis and interpretation of data sets characterized by small event counts, where traditional asymptotic approximations are invalid and exact probabilistic models, such as Poisson or binomial distributions, are required to accurately quantify uncertainty and variability.

43

Publications

2.8K

Citations

133

Authors

107

Institutions

Publications per year

2017–2026

8

Parents

Publications

43

Determination of confidence limits for experiments with low numbers of counts

Ralph Kraft, D. N. Burrows, J. A. Nousek · The Astrophysical Journal · 1991 · 488 citations · Full text

, , +16

Wavelets, Ridgelets, and Curvelets for Poisson Noise Removal

Bo Zhang, Jalal Fadili, Jean‐Luc Starck · IEEE Transactions on Image Processing · 2008 · 352 citations

, , +16

Optimal Inversion of the Anscombe Transformation in Low-Count Poisson Image Denoising

Markku Mäkitalo, Alessandro Foi · IEEE Transactions on Image Processing · 2010 · 349 citations

, , +16

Forecasting discrete valued low count time series

R. Keith Freeland, Brendan McCabe · International Journal of Forecasting · 2003 · 185 citations

, , +9

χ<sup>2</sup>AND POISSONIAN DATA: BIASES EVEN IN THE HIGH-COUNT REGIME AND HOW TO AVOID THEM

Philip J. Humphrey, Wenhao Liu, David A. Buote · The Astrophysical Journal · 2009 · 121 citations · Full text

, , +12

1–5 of 43

Authors

133

  1. KR
    K. R. Briggs

    Paul Scherrer Institute, Switzerland

    3 publications · 32 citations

    3

    h-index

  2. MS
    M. Sibomana

    UCLouvain, Belgium

    3 publications · 123 citations

    3

    h-index

  3. KA
    K. Arzner

    Paul Scherrer Institute, Switzerland

    3 publications · 32 citations

    3

    h-index

  4. MS
    Manfred Schmidt

    National Center for Tumor Diseases, Germany

    3 publications · 32 citations

    3

    h-index

  5. AT
    A. Telleschi

    Paul Scherrer Institute, Switzerland

    3 publications · 32 citations

    3

    h-index

1–5 of 133

Institutions

107

  1. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    7 publications

    1.2K citations

  2. Commissariat à l'Énergie Atomique et aux Énergies Alternatives

    Paris, France

    4 h-index

    6 publications

    556 citations

  3. Siemens Healthcare (United States)

    Malvern, United States

    2 h-index

    4 publications

    155 citations

  4. Paul Scherrer Institute

    Villigen, Switzerland

    2 h-index

    8 publications

    88 citations

  5. CEA Paris-Saclay

    Gif-sur-Yvette, France

    2 h-index

    3 publications

    380 citations

  6. University College London

    London, United Kingdom

    2 h-index

    3 publications

    213 citations

  7. University of Alabama in Huntsville

    Huntsville, United States

    2 h-index

    7 publications

    247 citations

  8. Geophysical Laboratory

    Washington, United States

    2 h-index

    2 publications

    22 citations

1–8 of 107

Venues

  1. IEEE Transactions on Medical Imaging

    3 publications · 101 citations

    3

    h-index

  2. Physics in Medicine and Biology

    3 publications · 219 citations

    3

    h-index

  3. IEEE Transactions on Nuclear Science

    2 publications · 89 citations

    2

    h-index

  4. arXiv (Cornell University)

    Repository · 2 publications · 58 citations

    2

    h-index

  5. Journal of Forecasting

    2 publications · 30 citations

    2

    h-index

1–5