Concepedia

Evidence Estimation

Evidence Estimation is a statistical methodology within Bayesian inference that quantifies the marginal likelihood of observed data under a given model, serving to assess model fit and enable model comparison by integrating over the entire parameter space weighted by the prior distribution.

8

Publications

435

Citations

24

Authors

19

Institutions

Publications per year

2017–2026

6

Variants

Model Evidence Estimation

Parents

Publications

8

Likelihood-free estimation of model evidence

Xavier Didelot, Richard G. Everitt, Adam M. Johansen et al. · Bayesian Analysis · 2011 · 126 citations · Full text

, , +17

<scp>nautilus</scp>: boosting Bayesian importance nested sampling with deep learning

J. Lange · Monthly Notices of the Royal Astronomical Society · 2023 · 103 citations · Full text

, , +17

Faulty Feeder Detection Based on Fundamental Component Shift and Multiple-Transient-Feature Fusion in Distribution Networks

Xiangxiang Wei, Dechang Yang, Xiaowei Wang et al. · IEEE Transactions on Smart Grid · 2020 · 56 citations

, , +16

The Controlled Thermodynamic Integral for Bayesian Model Evidence Evaluation

Chris J. Oates, Theodore Papamarkou, Mark Girolami · Journal of the American Statistical Association · 2015 · 55 citations · Full text

, , +16

Variational Message Passing and Local Constraint Manipulation in Factor Graphs

İsmai̇l Şenöz, Thijs van de Laar, Dmitry Bagaev et al. · Entropy · 2021 · 30 citations · Full text

, , +16

1–5 of 8

Authors

24

  1. DB
    Dmitry Bagaev

    Eindhoven University of Technology, Netherlands

    1 publications · 30 citations

    1

    h-index

  2. DY
    Dechang Yang

    China Agricultural University, China

    1 publications · 56 citations

    1

    h-index

  3. İŞ
    İsmai̇l Şenöz

    Eindhoven University of Technology, Netherlands

    1 publications · 30 citations

    1

    h-index

  4. XW
    Xiaowei Wang

    Xi'an Jiaotong University, China

    1 publications · 56 citations

    1

    h-index

  5. GG
    Geetakrishnasai Gunapati

    Aalto University, Finland

    1 publications · 21 citations

    1

    h-index

1–5 of 24

Institutions

19

  1. University College Dublin

    Dublin, Ireland

    2 h-index

    6 publications

    132 citations

  2. Technische Universität Berlin

    Berlin, Germany

    1 h-index

    1 publications

    56 citations

  3. Heilbronn Institute for Mathematical Research

    Bristol, United Kingdom

    1 h-index

    1 publications

    126 citations

  4. University of Warwick

    Coventry, United Kingdom

    1 h-index

    1 publications

    126 citations

  5. University of Michigan

    Ann Arbor, United States

    1 h-index

    1 publications

    103 citations

  6. Eindhoven University of Technology

    Eindhoven, The Netherlands

    1 h-index

    4 publications

    120 citations

  7. Indian Institute of Technology Hyderabad

    Sangāreddi, India

    1 h-index

    3 publications

    63 citations

  8. Kavli Institute for Particle Astrophysics and Cosmology

    Menlo Park, United States

    1 h-index

    1 publications

    103 citations

1–8 of 19

Venues

  1. IEEE Transactions on Smart Grid

    1 publications · 56 citations

    1

    h-index

  2. 1

    h-index

  3. Bayesian Analysis

    1 publications · 126 citations

    1

    h-index

  4. Entropy

    1 publications · 30 citations

    1

    h-index

  5. Arrow@dit (Dublin Institute of Technology)

    Repository · 1 publications · 30 citations

    1

    h-index

1–5