Concepedia

Observational Data Modeling

Observational Data Modeling is a methodological framework within clinical data modeling that distinguishes itself by structuring and standardizing data derived from real-world patient observations without active intervention, enabling the systematic representation of naturally occurring clinical phenomena for analysis and inference.

404

Publications

33.6K

Citations

1.5K

Authors

756

Institutions

Publications per year

2017–2026

177

Parents

Publications

404

Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

Paul R. Rosenbaum, Donald B. Rubin · Journal of the American Statistical Association · 1984 · 3.2K citations · Full text

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Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

Paul R. Rosenbaum, Donald B. Rubin · Journal of the American Statistical Association · 1984 · 3.1K citations

, , +17

Inferring friendship network structure by using mobile phone data

Nathan Eagle, Alex Pentland, David Lazer · Proceedings of the National Academy of Sciences · 2009 · 1.9K citations · Full text

, , +16

Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study

Jared Lunceford, Marie Davidian · Statistics in Medicine · 2004 · 1.7K citations

, , +16

Induced ordered weighted averaging operators

Ronald R. Yager, Dimitar Filev · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1999 · 1K citations

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1–5 of 404

Authors

1.5K

  1. MA
    Miguel A. Hernán

    Harvard University, United States

    5 publications · 346 citations

    5

    h-index

  2. JM
    James M. Robins

    Harvard University, United States

    5 publications · 700 citations

    5

    h-index

  3. IS
    Ilya Shpitser

    Johns Hopkins University, United States

    4 publications · 135 citations

    4

    h-index

  4. MJ
    Martijn J. Schuemie

    Erasmus MC, Netherlands

    4 publications · 139 citations

    4

    h-index

  5. NK
    Nathan Kallus

    Cornell University, United States

    4 publications · 112 citations

    4

    h-index

1–5 of 1.5K

Institutions

756

  1. Harvard University

    Cambridge, United States

    16 h-index

    69 publications

    3.2K citations

  2. University of Washington

    Seattle, United States

    13 h-index

    26 publications

    1.3K citations

  3. Johns Hopkins University

    Baltimore, United States

    11 h-index

    33 publications

    2.3K citations

  4. University of Pennsylvania

    Philadelphia, United States

    10 h-index

    20 publications

    1K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    10 h-index

    16 publications

    521 citations

  6. Stanford University

    Stanford, United States

    10 h-index

    30 publications

    808 citations

  7. University of California, Berkeley

    Berkeley, United States

    10 h-index

    13 publications

    1.5K citations

  8. Cornell University

    Ithaca, United States

    9 h-index

    11 publications

    403 citations

1–8 of 756

Venues

  1. arXiv (Cornell University)

    Repository · 28 publications · 976 citations

    19

    h-index

  2. Statistics in Medicine

    11 publications · 2.6K citations

    11

    h-index

  3. 9

    h-index

  4. PubMed

    Repository · 8 publications · 183 citations

    8

    h-index

  5. 8

    h-index

1–5