Concepedia

Two-stage Randomization

Two-Stage Randomization is a causal inference design in which clusters or units are first randomized to treatment or control conditions, followed by a second randomization of individuals within treated clusters to varying levels or forms of intervention, thereby enabling the estimation of direct and spillover effects while accounting for interference.

28

Publications

1.5K

Citations

73

Authors

49

Institutions

Publications per year

2017–2026

8

Variants

Two-stage Randomized Design

Parents

Publications

28

Short-Run Subsidies and Long-Run Adoption of New Health Products: Evidence From a Field Experiment

Pascaline Dupas · Econometrica · 2014 · 419 citations · Full text

, , +15

Large Sample Randomization Inference of Causal Effects in the Presence of Interference

Lan Liu, Michael G. Hudgens · Journal of the American Statistical Association · 2013 · 138 citations · Full text

, , +14

Analyzing Two-Stage Experiments in the Presence of Interference

Guillaume Basse, Avi Feller · Journal of the American Statistical Association · 2017 · 97 citations

, , +15

The Impact of Exposure to Media Messages Promoting Government Conspiracy Theories on Distrust in the Government: Evidence from a Two-Stage Randomized Experiment

Minchul Kim, Xiaoxia Cao · DOAJ (DOAJ: Directory of Open Access Journals) · 2016 · 87 citations · Full text

, , +7

Randomization tests of causal effects under interference

Guillaume Basse, Avi Feller, Panos Toulis · Biometrika · 2018 · 80 citations

, , +17

1–5 of 28

Authors

73

  1. PD
    Pascaline Dupas

    Stanford University, United States

    3 publications · 487 citations

    3

    h-index

  2. SS
    Sarjinder Singh

    Texas A&M University – Kingsville, United States

    2 publications · 43 citations

    2

    h-index

  3. GB
    Guillaume Basse

    Stanford University, United States

    2 publications · 177 citations

    2

    h-index

  4. SA
    Sally Abdelfatah

    Cairo University, Egypt

    2 publications · 28 citations

    2

    h-index

  5. TT
    Thomas Tai Wing Chiu

    Hong Kong Polytechnic University, Hong Kong SAR China

    2 publications · 69 citations

    2

    h-index

1–5 of 73

Institutions

49

  1. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    2 publications

    50 citations

  2. University of California, Berkeley

    Berkeley, United States

    2 h-index

    3 publications

    257 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    138 citations

  4. Cairo University

    Giza, Egypt

    2 h-index

    4 publications

    56 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    2 publications

    68 citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    2 h-index

    6 publications

    468 citations

  7. Indiana University

    Bloomington, United States

    1 h-index

    1 publications

    87 citations

  8. University of Chicago

    Chicago, United States

    1 h-index

    1 publications

    80 citations

1–8 of 49

Venues

  1. 2

    h-index

  2. Spine

    2 publications · 69 citations

    2

    h-index

  3. Biometrika

    1 publications · 80 citations

    1

    h-index

  4. Computational Statistics

    1 publications · 12 citations

    1

    h-index

  5. Econometrica

    1 publications · 419 citations

    1

    h-index

1–5