Concepedia

Transportability With Missing Data

Transportability with Missing Data is a methodological framework within causal analysis that enables the generalization of causal effects across populations when data missingness compromises the comparability and validity of observed variables.

5

Publications

123

Citations

16

Authors

7

Institutions

Publications per year

2017–2026

3

Parents

Publications

5

Transportability from Multiple Environments with Limited Experiments: Completeness Results

Elias Bareinboim, Judea Pearl · 2014 · 42 citations

, , +11

Empirical Bayes Estimation and Prediction Using Summary-Level Information From External Big Data Sources Adjusting for Violations of Transportability

Jason P. Estes, Bhramar Mukherjee, Jeremy M. G. Taylor · Statistics in Biosciences · 2018 · 25 citations · Full text

, , +16

Transportability from Multiple Environments with Limited Experiments

Elias Bareinboim, Sanghack Lee, Vasant Honavar et al. · eScholarship (California Digital Library) · 2013 · 21 citations · Full text

, , +6

Transportability Without Positivity: A Synthesis of Statistical and Simulation Modeling

Paul N. Zivich, Jessie K. Edwards, Eric Lofgren et al. · Epidemiology · 2023 · 20 citations · Full text

, , +17

Fatal Journeys Volume 3 Part 1: Improving Data on Missing Migrants

Frank Laczko, Ann Singleton, Julia Black · 2017 · 15 citations

, , +10

1–5 of 5

Authors

16

  1. JP
    Judea Pearl

    University of California, Los Angeles, United States

    2 publications · 63 citations

    2

    h-index

  2. EB
    Elias Bareinboim

    Purdue University West Lafayette, United States

    2 publications · 63 citations

    2

    h-index

  3. BE
    Bonnie E. Shook‐Sa

    University of North Carolina at Chapel Hill, United States

    1 publications · 20 citations

    1

    h-index

  4. AS
    Ann Singleton

    Centre for Social Justice, United Kingdom

    1 publications · 15 citations

    1

    h-index

  5. JL
    Justin Lessler

    Johns Hopkins University, United States

    1 publications · 20 citations

    1

    h-index

1–5 of 16

Institutions

7

  1. Johns Hopkins University

    Baltimore, United States

    1 h-index

    1 publications

    20 citations

  2. UCLA Health

    Los Angeles, United States

    1 h-index

    2 publications

    42 citations

  3. Washington State University

    Pullman, United States

    1 h-index

    1 publications

    20 citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    1 h-index

    5 publications

    100 citations

  5. University of Michigan

    Ann Arbor, United States

    1 h-index

    3 publications

    75 citations

  6. International Organization for Migration

    Geneva, Switzerland

    1 h-index

    3 publications

    45 citations

  7. Pennsylvania State University

    State College, United States

    1 h-index

    2 publications

    42 citations

  8. Brown University

    Providence, United States

    1 publications

    13 citations

1–8 of 7

Venues

  1. eScholarship (California Digital Library)

    Repository · 1 publications · 21 citations

    1

    h-index

  2. Statistics in Biosciences

    SIB · 1 publications · 25 citations

    1

    h-index

  3. Epidemiology

    1 publications · 20 citations

    1

    h-index

  4. arXiv (Cornell University)

    Repository · 1 publications · 10 citations

  5. European Journal of Epidemiology

    1 publications · 13 citations

1–5