Concepedia

Multi-treatment Effect Modeling

Multi-Treatment Effect Modeling is a causal inference framework that extends traditional treatment effect estimation by simultaneously modeling the effects of multiple, distinct interventions within a unified structural model to enable comparative assessment and joint inference.

35

Publications

1.5K

Citations

105

Authors

73

Institutions

Publications per year

2017–2026

16

Parents

Publications

35

Network meta‐analysis of multicomponent interventions

Gerta Rücker, Guido Schwarzer · Biometrical Journal · 2019 · 201 citations · Full text

, , +15

Network meta-analysis of survival data with fractional polynomials

Jeroen P. Jansen · BMC Medical Research Methodology · 2011 · 167 citations · Full text

, , +10

Propensity score weighting for causal inference with multiple treatments

Fan Li, Li Fan · The Annals of Applied Statistics · 2019 · 155 citations · Full text

, , +13

Structural Nested Models and G-estimation: The Partially Realized Promise

Statistical Science · 2014 · 146 citations · Full text

, , +15

Meta‐analysis of mixed treatment comparisons at multiple follow‐up times

G. Lu, A. E. Ades, Alex J. Sutton et al. · Statistics in Medicine · 2007 · 117 citations

, , +15

1–5 of 35

Authors

105

  1. LH
    Liangyuan Hu

    Icahn School of Medicine at Mount Sinai, United States

    2 publications · 31 citations

    2

    h-index

  2. AC
    Arthur Cohen

    University of Georgia, United States

    1 publications · 18 citations

    1

    h-index

  3. KC
    Kristof Coussement

    Institut d'Economie Scientifique Et de Gestion, France

    1 publications · 48 citations

    1

    h-index

  4. BM
    Branko Miladinović

    University of South Florida, United States

    1 publications · 35 citations

    1

    h-index

  5. PC
    Prithviraj Chavan

    Indian Institute of Technology Roorkee, India

    1 publications · 17 citations

    1

    h-index

1–5 of 105

Institutions

73

  1. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    5 publications

    81 citations

  2. University of Ioannina

    Ioannina, Greece

    2 h-index

    4 publications

    194 citations

  3. Yale University

    New Haven, United States

    2 h-index

    4 publications

    354 citations

  4. University of Copenhagen

    Copenhagen, Denmark

    1 h-index

    3 publications

    39 citations

  5. Swiss Tropical and Public Health Institute

    Allschwil, Switzerland

    1 h-index

    2 publications

    36 citations

  6. Public Health Scotland

    Edinburgh, United Kingdom

    1 h-index

    1 publications

    117 citations

  7. University of Louisville Hospital

    Louisville, United States

    1 h-index

    2 publications

    28 citations

  8. Universidade de São Paulo

    São Paulo, Brazil

    1 h-index

    3 publications

    66 citations

1–8 of 73

Venues

  1. Statistics in Medicine

    5 publications · 190 citations

    5

    h-index

  2. BMC Medical Research Methodology

    2 publications · 183 citations

    2

    h-index

  3. The Review of Economics and Statistics

    1 publications · 34 citations

    1

    h-index

  4. Journal of Clinical Epidemiology

    1 publications · 18 citations

    1

    h-index

  5. Journal of Statistical Planning and Inference

    1 publications · 18 citations

    1

    h-index

1–5