Concepedia

Causal Sensitivity Analysis

Causal Sensitivity Analysis is a methodological framework within multi-omics causal inference that systematically evaluates the robustness of inferred causal relationships to unmeasured confounding, selection bias, or model misspecification by quantifying how inferences change under plausible deviations from key causal assumptions.

146

Publications

17.7K

Citations

359

Authors

207

Institutions

Publications per year

2017–2026

79

Parents

Publications

146

A general approach to causal mediation analysis.

Kosuke Imai, Luke Keele, Dustin Tingley · Psychological Methods · 2010 · 3.9K citations · Full text

, , +15

The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey

İlhan Öztürk, Ali Acaravcı · Energy Economics · 2012 · 1.3K citations

, , +15

A More Credible Approach to Parallel Trends

Ashesh Rambachan, Jonathan Roth · The Review of Economic Studies · 2023 · 1.2K citations · Full text

, , +11

Assessing Sensitivity to an Unobserved Binary Covariate in an Observational Study with Binary Outcome

Peter Rosenbaum, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1983 · 1.1K citations

, , +17

Using the E-Value to Assess the Potential Effect of Unmeasured Confounding in Observational Studies

Sebastien Haneuse, Tyler J. VanderWeele, David Arterburn · JAMA · 2019 · 998 citations

, , +16

1–5 of 146

Authors

359

  1. TJ
    Tyler J. VanderWeele

    Harvard University, United States

    10 publications · 2.2K citations

    10

    h-index

  2. DS
    Dylan S. Small

    University of Pennsylvania, United States

    4 publications · 155 citations

    4

    h-index

  3. LK
    Luke Keele

    University of Pennsylvania, United States

    4 publications · 4K citations

    4

    h-index

  4. DT
    Dustin Tingley

    Harvard University Press, United States

    4 publications · 4K citations

    4

    h-index

  5. MB
    Maya B. Mathur

    Stanford University, United States

    4 publications · 332 citations

    4

    h-index

1–5 of 359

Institutions

207

  1. Harvard University

    Cambridge, United States

    12 h-index

    26 publications

    4.5K citations

  2. University of Pennsylvania

    Philadelphia, United States

    9 h-index

    15 publications

    1.1K citations

  3. Stanford University

    Stanford, United States

    8 h-index

    11 publications

    840 citations

  4. University of California, Berkeley

    Berkeley, United States

    8 h-index

    11 publications

    906 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    4 publications

    290 citations

  6. Johns Hopkins University

    Baltimore, United States

    5 h-index

    7 publications

    494 citations

  7. Cancer Research And Biostatistics

    Seattle, United States

    5 h-index

    5 publications

    727 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    5 publications

    771 citations

1–8 of 207

Venues

  1. Statistics in Medicine

    6 publications · 276 citations

    6

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 99 citations

    4

    h-index

  3. 4

    h-index

  4. SSRN Electronic Journal

    Repository · 4 publications · 383 citations

    4

    h-index

  5. Psychological Methods

    4 publications · 3.9K citations

    4

    h-index

1–5