Concepedia

Conditional Probability Models

Conditional Probability Models is a probabilistic modeling framework that specifies the distribution of a target variable given the values of other variables, distinguishing itself by formalizing dependencies through conditional distributions rather than joint or marginal distributions.

2.2K

Publications

209.7K

Citations

5.6K

Authors

1.8K

Institutions

Publications per year

2017–2026

486

Variants

Conditional Probabilistic Models

Parents

Publications

2.2K

The central role of the propensity score in observational studies for causal effects

Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 31K citations · Full text

, , +16

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

, , +12

Probability and Measure.

PE, P. Billingsley · Journal of the American Statistical Association · 1996 · 6.7K citations

, , +16

Spatial Interaction and the Statistical Analysis of Lattice Systems

Julian Besag · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 6.2K citations

, , +16

Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group

Ralph B. D’Agostino · Statistics in Medicine · 1998 · 5.4K citations

, , +16

1–5 of 2.2K

Authors

5.6K

  1. DE
    David E. Over

    Durham University, United Kingdom

    12 publications · 735 citations

    11

    h-index

  2. AG
    Angelo Gilio

    Sapienza University of Rome, Italy

    9 publications · 306 citations

    9

    h-index

  3. RS
    Romano Scozzafava

    Sapienza University of Rome, Italy

    8 publications · 351 citations

    8

    h-index

  4. PK
    Philip K. Hopke

    Clarkson University, United States

    8 publications · 587 citations

    8

    h-index

  5. MJ
    Marek J. Drużdżel

    University of Pittsburgh, United States

    7 publications · 174 citations

    7

    h-index

1–5 of 5.6K

Institutions

1.8K

  1. Stanford University

    Stanford, United States

    23 h-index

    48 publications

    5.3K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    21 h-index

    52 publications

    2.6K citations

  3. University of California, Berkeley

    Berkeley, United States

    20 h-index

    40 publications

    5.4K citations

  4. Cornell University

    Ithaca, United States

    17 h-index

    31 publications

    1.3K citations

  5. Harvard University

    Cambridge, United States

    17 h-index

    42 publications

    2.3K citations

  6. Tsinghua University

    Beijing, China

    16 h-index

    58 publications

    5.9K citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    16 h-index

    42 publications

    2.1K citations

  8. University of Washington

    Seattle, United States

    16 h-index

    40 publications

    2.2K citations

1–8 of 1.8K

Venues

  1. Journal of the American Statistical Association

    32 publications · 14.8K citations

    25

    h-index

  2. arXiv (Cornell University)

    Repository · 55 publications · 5.9K citations

    23

    h-index

  3. Biometrics

    17 publications · 986 citations

    15

    h-index

  4. Water Resources Research

    14 publications · 950 citations

    13

    h-index

  5. IEEE Transactions on Power Systems

    12 publications · 771 citations

    12

    h-index

1–5