Concepedia

Causal Interaction Modeling

Causal Interaction Modeling is a computational framework within Cross-Impact Analysis that formally represents and quantifies the directional dependencies and feedback structures among variables to assess how causal relationships propagate effects across interconnected events or systems.

314

Publications

24.8K

Citations

930

Authors

447

Institutions

Publications per year

2017–2026

112

Parents

Publications

314

Latent Variables Analysis: Applications for Developmental Research.

Aa, Alexander von Eye, Clifford C. Clogg · Journal of the American Statistical Association · 1995 · 1.4K citations

, , +17

Transfer entropy—a model-free measure of effective connectivity for the neurosciences

Raúl Vicente, Michael Wibral, Michael Lindner et al. · Journal of Computational Neuroscience · 2010 · 1K citations · Full text

, , +16

How Much Should We Trust Estimates from Multiplicative Interaction Models? Simple Tools to Improve Empirical Practice

Jens Hainmueller, Jonathan Mummolo, Yiqing Xu · Political Analysis · 2018 · 947 citations · Full text

, , +15

Direct and Indirect Effects

Judea Pearl · ACM eBooks · 2022 · 925 citations · Full text

, , +17

Testing Interaction Effects in LISREL: Examination and Illustration of Available Procedures

José M. Cortina, Gilad Chen, William P. Dunlap · Organizational Research Methods · 2001 · 509 citations

, , +8

1–5 of 314

Authors

930

  1. KF
    Karl Friston

    University College London, United Kingdom

    11 publications · 1.1K citations

    11

    h-index

  2. TJ
    Tyler J. VanderWeele

    Harvard University, United States

    5 publications · 875 citations

    5

    h-index

  3. NK
    Ned Kock

    Texas A&M International University, United States

    4 publications · 602 citations

    4

    h-index

  4. AH
    Abdulnasser Hatemi‐J

    United Arab Emirates University, United Arab Emirates

    3 publications · 152 citations

    3

    h-index

  5. GN
    Giandomenico Nollo

    University of Trento, Italy

    3 publications · 196 citations

    3

    h-index

1–5 of 930

Institutions

447

  1. University College London

    London, United Kingdom

    16 h-index

    44 publications

    3.9K citations

  2. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    15 h-index

    33 publications

    3.4K citations

  3. Harvard University

    Cambridge, United States

    10 h-index

    10 publications

    1.1K citations

  4. University of Toronto

    Toronto, Canada

    7 h-index

    11 publications

    238 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    7 h-index

    15 publications

    675 citations

  6. Stanford University

    Stanford, United States

    6 h-index

    13 publications

    2.7K citations

  7. University of Pennsylvania

    Philadelphia, United States

    5 h-index

    5 publications

    433 citations

  8. Radboud University Nijmegen

    Nijmegen, The Netherlands

    5 h-index

    16 publications

    1.4K citations

1–8 of 447

Venues

  1. NeuroImage

    13 publications · 1.1K citations

    13

    h-index

  2. arXiv (Cornell University)

    Repository · 8 publications · 167 citations

    8

    h-index

  3. Human Brain Mapping

    8 publications · 562 citations

    8

    h-index

  4. Cerebral Cortex

    7 publications · 870 citations

    7

    h-index

  5. PLoS ONE

    7 publications · 256 citations

    7

    h-index

1–5