Concepedia

Conditional Dependence Estimation

Conditional Dependence Estimation is a statistical inference method that identifies and quantifies the dependence between random variables given the values of other variables in a network structure, distinguishing it from marginal or pairwise dependence estimation by explicitly conditioning on confounding or mediating factors.

249

Publications

20.6K

Citations

658

Authors

401

Institutions

Publications per year

2017–2026

85

Parents

Publications

249

MODELLING ASYMMETRIC EXCHANGE RATE DEPENDENCE*

Andrew J. Patton · International Economic Review · 2006 · 2.1K citations

, , +10

Autoregressive Conditional Density Estimation

Bruce E. Hansen · International Economic Review · 1994 · 1.6K citations

, , +17

Probability Density Decomposition for Conditionally Dependent Random Variables Modeled by Vines

Tim Bedford, Roger Cooke · Annals of Mathematics and Artificial Intelligence · 2001 · 933 citations

, , +10

Correlated Binary Regression with Covariates Specific to Each Binary Observation

Ross L. Prentice · Biometrics · 1988 · 872 citations

, , +11

Estimation of Dependences Based on Empirical Data.

E. Shoesmith, Vladimir Vapnik, Samuel Kotz · Journal of the Royal Statistical Society Series D (The Statistician) · 1984 · 774 citations

, , +11

1–5 of 249

Authors

658

  1. DR
    Donald R. Williams

    University of California, Davis, United States

    4 publications · 176 citations

    4

    h-index

  2. HX
    Huiping Xu

    Indiana University – Purdue University Indianapolis, United States

    4 publications · 63 citations

    4

    h-index

  3. DW
    Daniela Witten

    University of Washington, United States

    4 publications · 295 citations

    4

    h-index

  4. SL
    Su‐In Lee

    University of Washington, United States

    4 publications · 344 citations

    4

    h-index

  5. ND
    Nandini Dendukuri

    McGill University, Canada

    4 publications · 688 citations

    4

    h-index

1–5 of 658

Institutions

401

  1. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    15 publications

    664 citations

  2. University of Washington

    Seattle, United States

    6 h-index

    18 publications

    1.6K citations

  3. University of Pennsylvania

    Philadelphia, United States

    6 h-index

    10 publications

    714 citations

  4. McGill University

    Montreal, Canada

    6 h-index

    11 publications

    1.7K citations

  5. London School of Economics and Political Science

    London, United Kingdom

    5 h-index

    6 publications

    2.3K citations

  6. University of California, Davis

    Davis, United States

    5 h-index

    5 publications

    223 citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    12 publications

    385 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    5 publications

    154 citations

1–8 of 401

Venues

  1. Journal of the American Statistical Association

    10 publications · 1.6K citations

    10

    h-index

  2. Statistics in Medicine

    8 publications · 372 citations

    8

    h-index

  3. Biometrics

    8 publications · 2.5K citations

    8

    h-index

  4. arXiv (Cornell University)

    Repository · 8 publications · 231 citations

    8

    h-index

  5. Biometrika

    7 publications · 263 citations

    7

    h-index

1–5