Concepedia

Parametric G-formula

The Parametric G-Formula is a statistical method that extends the general G-formula by specifying a parametric model for the conditional distributions of time-varying treatments and confounders to estimate causal effects under time-varying interventions.

80

Publications

4.1K

Citations

406

Authors

263

Institutions

Publications per year

2017–2026

55

Variants

Parametric G-computationParametric G-formulae

Parents

Publications

80

Methods for dealing with time‐dependent confounding

Rhian Daniel, Simon Cousens, Bianca De Stavola et al. · Statistics in Medicine · 2012 · 383 citations

, , +16

Intervening on risk factors for coronary heart disease: an application of the parametric g-formula

Sarah Taubman, James M. Robins, Murray A. Mittleman et al. · International Journal of Epidemiology · 2009 · 363 citations · Full text

, , +17

Targeted Maximum Likelihood Based Causal Inference: Part II

Mark J. van der Laan · The International Journal of Biostatistics · 2010 · 240 citations · Full text

, , +15

The Parametric g-Formula for Time-to-event Data

Alexander P. Keil, Jessie K. Edwards, David B. Richardson et al. · Epidemiology · 2014 · 189 citations · Full text

, , +17

Comparative Effectiveness of Dynamic Treatment Regimes: An Application of the Parametric G-Formula

Jessica G. Young, Lauren E. Cain, James M. Robins et al. · Statistics in Biosciences · 2011 · 164 citations · Full text

, , +13

1–5 of 80

Authors

406

  1. MA
    Miguel A. Hernán

    Harvard University, United States

    20 publications · 1.5K citations

    18

    h-index

  2. SR
    Stephen R. Cole

    University of North Carolina at Chapel Hill, United States

    11 publications · 721 citations

    11

    h-index

  3. JM
    James M. Robins

    Harvard University, United States

    10 publications · 894 citations

    10

    h-index

  4. JG
    Jessica G. Young

    Harvard University, United States

    10 publications · 769 citations

    10

    h-index

  5. RL
    Roger Logan

    Harvard University, United States

    8 publications · 358 citations

    8

    h-index

1–5 of 406

Institutions

263

  1. Harvard University

    Cambridge, United States

    23 h-index

    86 publications

    6K citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    12 h-index

    40 publications

    2.3K citations

  3. Harvard–MIT Division of Health Sciences and Technology

    Cambridge, United States

    11 h-index

    11 publications

    845 citations

  4. University of California, Berkeley

    Berkeley, United States

    8 h-index

    25 publications

    744 citations

  5. Max Planck Institute for Demographic Research

    Rostock, Germany

    7 h-index

    18 publications

    458 citations

  6. University of California, San Francisco

    San Francisco, United States

    6 h-index

    6 publications

    258 citations

  7. University College London

    London, United Kingdom

    6 h-index

    22 publications

    873 citations

  8. Brigham and Women's Hospital

    Boston, United States

    6 h-index

    9 publications

    383 citations

1–8 of 263

Venues

  1. Epidemiology

    10 publications · 554 citations

    9

    h-index

  2. American Journal of Epidemiology

    AJE · 8 publications · 475 citations

    8

    h-index

  3. Statistics in Medicine

    5 publications · 688 citations

    5

    h-index

  4. International Journal of Epidemiology

    5 publications · 548 citations

    5

    h-index

  5. 3

    h-index

1–5