Concepedia

Causal Network Modeling

Causal Network Modeling is a formal framework for representing and analyzing probabilistic causal relationships among variables in a network structure, distinguished from other network models by its explicit incorporation of directed causal dependencies to infer cause-effect interactions.

601

Publications

40.3K

Citations

2.1K

Authors

847

Institutions

Publications per year

2017–2026

265

Parents

Publications

601

A model for reasoning about persistence and causation

Thomas Dean, Keiji Kanazawa · Computational Intelligence · 1989 · 999 citations

, , +15

Network analysis of depression and anxiety symptom relationships in a psychiatric sample

Courtney Beard, Alexander J. Millner, Marie Forgeard et al. · Psychological Medicine · 2016 · 940 citations · Full text

, , +17

Moving Forward: Challenges and Directions for Psychopathological Network Theory and Methodology

Eiko I. Fried, Angélique O. J. Cramer · Perspectives on Psychological Science · 2017 · 931 citations · Full text

, , +17

Comparative quantification of health risks: Conceptual framework and methodological issues

Christopher J L Murray, Majid Ezzati, Alan D López et al. · Population Health Metrics · 2003 · 903 citations · Full text

, , +17

Detecting and quantifying causal associations in large nonlinear time series datasets

Science Advances · 2019 · 860 citations · Full text

, , +16

1–5 of 601

Authors

2.1K

  1. KF
    Karl Friston

    University College London, United Kingdom

    10 publications · 1.3K citations

    10

    h-index

  2. SA
    Steen Andreassen

    Aalborg University, Denmark

    8 publications · 528 citations

    8

    h-index

  3. KG
    Kristian G. Olesen

    Aalborg University, Denmark

    7 publications · 1.5K citations

    7

    h-index

  4. EI
    Eiko I. Fried

    Leiden University, Netherlands

    6 publications · 2.4K citations

    6

    h-index

  5. JT
    Jan Treur

    Vrije Universiteit Amsterdam, Netherlands

    6 publications · 277 citations

    6

    h-index

1–5 of 2.1K

Institutions

847

  1. University College London

    London, United Kingdom

    16 h-index

    47 publications

    4.4K citations

  2. University of Amsterdam

    Amsterdam, The Netherlands

    14 h-index

    36 publications

    5.4K citations

  3. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    12 h-index

    24 publications

    3.6K citations

  4. University of Minnesota

    Minneapolis, United States

    12 h-index

    25 publications

    2K citations

  5. Aalborg University

    Aalborg, Denmark

    11 h-index

    25 publications

    3.9K citations

  6. University of Pittsburgh

    Pittsburgh, United States

    10 h-index

    18 publications

    1.5K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    34 publications

    1.7K citations

  8. Harvard University

    Cambridge, United States

    9 h-index

    18 publications

    6.3K citations

1–8 of 847

Venues

  1. Cerebral Cortex

    12 publications · 1.4K citations

    12

    h-index

  2. arXiv (Cornell University)

    Repository · 15 publications · 527 citations

    12

    h-index

  3. NeuroImage

    11 publications · 1.8K citations

    11

    h-index

  4. Scientific Reports

    11 publications · 368 citations

    11

    h-index

  5. Human Brain Mapping

    10 publications · 682 citations

    10

    h-index

1–5