Concepedia

Summary Statistic Selection

Summary Statistic Selection is the process of identifying a minimal set of informative features that adequately capture the relevant information in observed data for the purpose of parameter inference within Approximate Bayesian Computation.

29

Publications

1.9K

Citations

78

Authors

57

Institutions

Publications per year

2017–2026

5

Parents

Publications

29

Issues in the selection of a summary statistic for meta‐analysis of clinical trials with binary outcomes

Jonathan J Deeks · Statistics in Medicine · 2002 · 667 citations

, , +13

Approximately Sufficient Statistics and Bayesian Computation

Paul Joyce, Paul Marjoram · Statistical Applications in Genetics and Molecular Biology · 2008 · 218 citations

, , +14

On Optimal Selection of Summary Statistics for Approximate Bayesian Computation

Matthew A. Nunes, David J. Balding · Statistical Applications in Genetics and Molecular Biology · 2010 · 152 citations

, , +17

A Novel Approach for Choosing Summary Statistics in Approximate Bayesian Computation

Simon Aeschbacher, Mark Beaumont, Andreas Futschik · Genetics · 2012 · 117 citations · Full text

, , +17

A Tool to Explore Discrete-Time Data: The Time Series Response Analyser

Benjamin J. Narang, Greg Atkinson, Javier T. Gonzalez et al. · International Journal of Sport Nutrition and Exercise Metabolism · 2020 · 70 citations · Full text

, , +9

1–5 of 29

Authors

78

  1. DP
    Dennis Prangle

    Newcastle University, United Kingdom

    3 publications · 140 citations

    3

    h-index

  2. YW
    Yee Whye Teh

    University of Oxford, United Kingdom

    2 publications · 20 citations

    2

    h-index

  3. JM
    Jovana Mitrovic

    University of Oxford, United Kingdom

    2 publications · 20 citations

    2

    h-index

  4. DS
    Dino Sejdinović

    University of Oxford, United Kingdom

    2 publications · 20 citations

    2

    h-index

  5. MA
    Matthew A. Nunes

    Lancaster University, United Kingdom

    1 publications · 152 citations

    1

    h-index

1–5 of 78

Institutions

57

  1. University of Edinburgh

    Edinburgh, United Kingdom

    2 h-index

    2 publications

    134 citations

  2. University of Warwick

    Coventry, United Kingdom

    2 h-index

    3 publications

    65 citations

  3. Lancaster University

    Lancaster, United Kingdom

    2 h-index

    3 publications

    280 citations

  4. University of Oxford

    Oxford, United Kingdom

    2 h-index

    6 publications

    60 citations

  5. Massey University

    Palmerston North, New Zealand

    1 h-index

    1 publications

    64 citations

  6. University of Bonn

    Bonn, Germany

    1 h-index

    7 publications

    84 citations

  7. Office Médico Pédagogique

    Geneva, Switzerland

    1 h-index

    2 publications

    88 citations

  8. Ludwig Cancer Research

    Oxford, United Kingdom

    1 h-index

    1 publications

    667 citations

1–8 of 57

Venues

  1. Statistical Applications in Genetics and Molecular Biology

    SAGMB · 3 publications · 434 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 35 citations

    2

    h-index

  3. BioMed Research International

    1 publications · 29 citations

    1

    h-index

  4. Genetics

    1 publications · 117 citations

    1

    h-index

  5. Statistics and Computing

    1 publications · 63 citations

    1

    h-index

1–5