Concepedia

Sequential Ignorability

Sequential Ignorability is a causal identification assumption in mediation analysis that comprises two sequential conditional independence conditions—first, the treatment assignment is independent of potential mediator and outcome values given observed covariates, and second, the mediator is independent of potential outcomes under each treatment condition given observed covariates—enabling unbiased estimation of direct and indirect effects.

33

Publications

3K

Citations

67

Authors

46

Institutions

Publications per year

2017–2026

12

Parents

Publications

33

Identification, Inference and Sensitivity Analysis for Causal Mediation Effects

Statistical Science · 2010 · 1.6K citations · Full text

, , +15

Identification, Inference, and Sensitivity Analysis for Causal Mediation Effects

2008 · 929 citations

, , +15

Total, Direct, and Indirect Effects in Logit and Probit Models

Richard Breen, Kristian Bernt Karlson, Anders Holm · Sociological Methods & Research · 2013 · 795 citations

, , +16

Dynamic treatment regimes: practical design considerations

Philip W. Lavori, Ree Dawson · Clinical Trials · 2004 · 216 citations

, , +16

Causal Mediation Analyses with Rank Preserving Models

Marshall M. Joffe, Kevin G. Lynch, Gregory K. Brown et al. · Biometrics · 2007 · 158 citations

, , +15

1–5 of 33

Authors

67

  1. JM
    Jeffrey M. Albert

    Case Western Reserve University, United States

    4 publications · 104 citations

    4

    h-index

  2. DS
    Dylan S. Small

    University of Pennsylvania, United States

    4 publications · 165 citations

    4

    h-index

  3. SN
    Suchitra Nelson

    Case Western Reserve University, United States

    2 publications · 38 citations

    2

    h-index

  4. MM
    Marshall M. Joffe

    University of Pennsylvania, United States

    2 publications · 258 citations

    2

    h-index

  5. AM
    Alessandra Mattei

    University of Florence, Italy

    2 publications · 59 citations

    2

    h-index

1–5 of 67

Institutions

46

  1. University of Pennsylvania

    Philadelphia, United States

    6 h-index

    12 publications

    1.2K citations

  2. Case Western Reserve University

    Cleveland, United States

    4 h-index

    11 publications

    234 citations

  3. Stanford University

    Stanford, United States

    4 h-index

    8 publications

    244 citations

  4. Harvard University

    Cambridge, United States

    3 h-index

    5 publications

    210 citations

  5. University of Florence

    Florence, Italy

    2 h-index

    4 publications

    118 citations

  6. VA Palo Alto Health Care System

    Palo Alto, United States

    2 h-index

    2 publications

    249 citations

  7. Arizona State University

    Tempe, United States

    2 h-index

    4 publications

    164 citations

  8. California University of Pennsylvania

    California, United States

    2 h-index

    2 publications

    54 citations

1–8 of 46

Venues

  1. Statistics in Medicine

    5 publications · 167 citations

    4

    h-index

  2. Biometrics

    3 publications · 216 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 41 citations

    2

    h-index

  4. Sociological Methods & Research

    SMR · 2 publications · 814 citations

    2

    h-index

  5. 2

    h-index

1–5