Concepedia

Conditional Independence

Conditional Independence is a probabilistic relationship in which the occurrence of one event does not influence the probability of another event given the knowledge of a third event, formalized within the structure of a Directed Acyclic Graph through d-separation.

1.3K

Publications

85K

Citations

2.3K

Authors

907

Institutions

Publications per year

2017–2026

278

Parents

Publications

1.3K

High dimensional graphs and variable selection with the Lasso

2006 · 2.7K citations

, , +16

High-dimensional graphs and variable selection with the Lasso

The Annals of Statistics · 2006 · 2.5K citations · Full text

, , +16

Learning Bayesian Networks with the<b>bnlearn</b><i>R</i>Package

Marco Scutari · Journal of Statistical Software · 2010 · 1.7K citations · Full text

, , +16

Conditional Independence in Statistical Theory

A. P. Dawid · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1979 · 1.5K citations

, , +15

Vines--a new graphical model for dependent random variables

Tim Bedford, Roger Cooke · The Annals of Statistics · 2002 · 1.4K citations · Full text

, , +16

1–5 of 1.3K

Authors

2.3K

  1. PS
    Peter Spirtes

    Carnegie Mellon University, United States

    11 publications · 649 citations

    11

    h-index

  2. JP
    Judea Pearl

    University of California, Los Angeles, United States

    10 publications · 1.1K citations

    10

    h-index

  3. MS
    Milan Studený

    Czech Academy of Sciences, Institute of Information Theory and Automation, Czechia

    11 publications · 311 citations

    10

    h-index

  4. DJ
    Dominik Janzing

    Max Planck Institute for Intelligent Systems, Germany

    10 publications · 809 citations

    10

    h-index

  5. TS
    Thomas S. Richardson

    University of Washington, United States

    9 publications · 614 citations

    9

    h-index

1–5 of 2.3K

Institutions

907

  1. University of Washington

    Seattle, United States

    24 h-index

    59 publications

    3.2K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    23 h-index

    76 publications

    6.4K citations

  3. Stanford University

    Stanford, United States

    21 h-index

    44 publications

    4.6K citations

  4. Harvard University

    Cambridge, United States

    18 h-index

    46 publications

    2.8K citations

  5. University of California, Berkeley

    Berkeley, United States

    17 h-index

    30 publications

    2.2K citations

  6. University of Cambridge

    Cambridge, United Kingdom

    17 h-index

    25 publications

    1.1K citations

  7. University of California San Diego

    San Diego, United States

    15 h-index

    20 publications

    926 citations

  8. University of Chicago

    Chicago, United States

    15 h-index

    17 publications

    1.3K citations

1–8 of 907

Venues

  1. arXiv (Cornell University)

    Repository · 110 publications · 5.1K citations

    35

    h-index

  2. Journal of the American Statistical Association

    55 publications · 5.2K citations

    31

    h-index

  3. The Annals of Statistics

    39 publications · 5.9K citations

    30

    h-index

  4. Biometrika

    24 publications · 1.1K citations

    17

    h-index

  5. Biometrics

    22 publications · 1.7K citations

    16

    h-index

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