Concepedia

Treatment Interference

Treatment Interference is a causal inference phenomenon in which the treatment assigned to one unit affects the outcomes of other units, violating the standard assumption of non-interference in experimental design.

57

Publications

4.5K

Citations

140

Authors

91

Institutions

Publications per year

2017–2026

24

Variants

Spillover Effects

Parents

Publications

57

Toward Causal Inference With Interference

Michael G. Hudgens, M. Elizabeth Halloran · Journal of the American Statistical Association · 2008 · 774 citations · Full text

, , +12

ALTERNATING TREATMENTS DESIGN: ONE STRATEGY FOR COMPARING THE EFFECTS OF TWO TREATMENTS IN A SINGLE SUBJECT

David H. Barlow, Steven C. Hayes · Journal of Applied Behavior Analysis · 1979 · 648 citations · Full text

, , +16

On causal inference in the presence of interference

Eric J. Tchetgen Tchetgen, Tyler J. VanderWeele · Statistical Methods in Medical Research · 2010 · 429 citations

, , +15

Interference Between Units in Randomized Experiments

Paul R. Rosenbaum · Journal of the American Statistical Association · 2007 · 380 citations

, , +15

Estimating average causal effects under general interference, with application to a social network experiment

The Annals of Applied Statistics · 2017 · 241 citations · Full text

, , +17

1–5 of 57

Authors

140

  1. MG
    Michael G. Hudgens

    University of North Carolina at Chapel Hill, United States

    5 publications · 1.1K citations

    5

    h-index

  2. SW
    Stefan Wager

    Stanford University, United States

    3 publications · 76 citations

    3

    h-index

  3. EM
    Edoardo M. Airoldi

    Harvard University, United States

    3 publications · 56 citations

    3

    h-index

  4. SL
    Shuangning Li

    Stanford University, United States

    3 publications · 76 citations

    3

    h-index

  5. PM
    Peter M. Aronow

    Yale University, United States

    3 publications · 101 citations

    3

    h-index

1–5 of 140

Institutions

91

  1. University of Pennsylvania

    Philadelphia, United States

    6 h-index

    6 publications

    210 citations

  2. Harvard University

    Cambridge, United States

    4 h-index

    4 publications

    582 citations

  3. Yale University

    New Haven, United States

    4 h-index

    4 publications

    149 citations

  4. Stanford University

    Stanford, United States

    4 h-index

    4 publications

    107 citations

  5. Fordham University

    New York, United States

    3 h-index

    3 publications

    223 citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    3 h-index

    3 publications

    281 citations

  7. University of California San Diego

    San Diego, United States

    2 h-index

    2 publications

    188 citations

  8. Harvard University Press

    Cambridge, United States

    2 h-index

    2 publications

    110 citations

1–8 of 91

Venues

  1. Journal of the American Statistical Association

    7 publications · 1.6K citations

    7

    h-index

  2. arXiv (Cornell University)

    Repository · 5 publications · 95 citations

    5

    h-index

  3. Statistical Science

    3 publications · 64 citations

    3

    h-index

  4. SSRN Electronic Journal

    Repository · 3 publications · 49 citations

    3

    h-index

  5. The Annals of Statistics

    3 publications · 109 citations

    3

    h-index

1–5