Concepedia

Functional Causal Models

Functional Causal Models is a causal modeling framework that specifies each variable as a deterministic function of its direct causes and exogenous noise variables, thereby enabling precise representation and analysis of causal mechanisms within a structural equation framework.

133

Publications

10.8K

Citations

470

Authors

214

Institutions

Publications per year

2017–2026

25

Parents

Publications

133

Expansion of the Gene Ontology knowledgebase and resources

Nucleic Acids Research · 2016 · 2K citations · Full text

, , +9

Purpose in Life as a System that Creates and Sustains Health and Well-Being: An Integrative, Testable Theory

Patrick E. McKnight, Todd B. Kashdan · Review of General Psychology · 2009 · 939 citations

, , +13

Theory-based causal induction.

Thomas L. Griffiths, Joshua B. Tenenbaum · Psychological Review · 2009 · 395 citations

, , +12

Six problems for causal inference from fMRI

J.D. Ramsey, Stephen José Hanson, Catherine Hanson et al. · NeuroImage · 2009 · 354 citations · Full text

, , +12

Predictive and diagnostic learning within causal models: Asymmetries in cue competition.

Michael R. Waldmann, Keith J. Holyoak · Journal of Experimental Psychology General · 1992 · 338 citations

, , +10

1–5 of 133

Authors

470

  1. KF
    Karl Friston

    University College London, United Kingdom

    6 publications · 684 citations

    6

    h-index

  2. KZ
    Kun Zhang

    Carnegie Mellon University, United States

    4 publications · 86 citations

    4

    h-index

  3. JR
    Jerry R. Hobbs

    SRI International, United States

    3 publications · 97 citations

    3

    h-index

  4. WC
    William Croft

    University of New Mexico, United States

    3 publications · 97 citations

    3

    h-index

  5. DE
    Douglas Edwards

    SRI International, United States

    3 publications · 97 citations

    3

    h-index

1–5 of 470

Institutions

214

  1. University College London

    London, United Kingdom

    8 h-index

    21 publications

    2.5K citations

  2. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    6 h-index

    19 publications

    2.3K citations

  3. University of Georgia

    Athens, United States

    5 h-index

    7 publications

    412 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    8 publications

    814 citations

  5. George Mason University

    Fairfax, United States

    3 h-index

    5 publications

    1.9K citations

  6. National Hospital for Neurology and Neurosurgery

    London, United Kingdom

    3 h-index

    10 publications

    1.7K citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    14 publications

    2.9K citations

  8. Goethe University Frankfurt

    Frankfurt am Main, Germany

    3 h-index

    7 publications

    473 citations

1–8 of 214

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 115 citations

    5

    h-index

  2. NeuroImage

    4 publications · 596 citations

    4

    h-index

  3. PLoS Computational Biology

    3 publications · 141 citations

    3

    h-index

  4. Journal of Experimental Psychology General

    3 publications · 576 citations

    3

    h-index

  5. IEEE Expert

    3 publications · 73 citations

    3

    h-index

1–5