Concepedia

Iterated Conditional Expectation

Iterated Conditional Expectation is a statistical framework in the context of time-varying treatments that refers to the repeated application of conditional expectation operations over sequential time points to consistently estimate causal effects in longitudinal settings by leveraging the law of iterated expectations.

16

Publications

597

Citations

46

Authors

36

Institutions

Publications per year

2017–2026

2

Parents

Publications

16

Targeted Maximum Likelihood Estimation for Dynamic and Static Longitudinal Marginal Structural Working Models

Maya Petersen, Joshua Schwab, Susan Gruber et al. · Journal of Causal Inference · 2014 · 171 citations · Full text

, , +16

Iterated Expectations and Common Priors

Dov Samet · Games and Economic Behavior · 1998 · 83 citations

, , +10

Iterates of conditional expectation operators

D. L. Burkholder, Y. S. Chow · Proceedings of the American Mathematical Society · 1961 · 54 citations · Full text

, , +8

On the Mathematical Basis of Inter-temporal Optimization

David F. Hendry, Grayham E. Mizon · Oxford University Research Archive (ORA) (University of Oxford) · 2010 · 43 citations · Full text

, , +14

Double Robust Efficient Estimators of Longitudinal Treatment Effects: Comparative Performance in Simulations and a Case Study

Linh Tran, Constantin T. Yiannoutsos, Kara Wools‐Kaloustian et al. · The International Journal of Biostatistics · 2019 · 43 citations · Full text

, , +16

1–5 of 16

Authors

46

  1. DL
    D. L. Burkholder

    University of Illinois Urbana-Champaign, United States

    2 publications · 69 citations

    2

    h-index

  2. MV
    Mark van der Laan

    University of California, Berkeley, United States

    2 publications · 214 citations

    2

    h-index

  3. AS
    Alan S. Go

    Kaiser Permanente, United States

    1 publications · 11 citations

    1

    h-index

  4. NP
    Niki Pfeifer

    Munich School of Philosophy, Germany

    1 publications · 35 citations

    1

    h-index

  5. YS
    Y. S. Chow

    1 publications · 15 citations

    1

    h-index

1–5 of 46

Institutions

36

  1. University of California, Berkeley

    Berkeley, United States

    3 h-index

    7 publications

    653 citations

  2. Shandong First Medical University

    Jinan, China

    1 h-index

    1 publications

    19 citations

  3. Durham University

    Durham, United Kingdom

    1 h-index

    1 publications

    35 citations

  4. Cornell University

    Ithaca, United States

    1 h-index

    3 publications

    69 citations

  5. University of Technology Sydney

    Sydney, Australia

    1 h-index

    3 publications

    57 citations

  6. Universidad de Oviedo

    Oviedo, Spain

    1 h-index

    2 publications

    68 citations

  7. Royal Prince Alfred Hospital

    Sydney, Australia

    1 h-index

    2 publications

    38 citations

  8. University of the Witwatersrand

    Johannesburg, South Africa

    1 h-index

    1 publications

    13 citations

1–8 of 36

Venues

  1. Proceedings of the American Mathematical Society

    PROC · 2 publications · 69 citations

    2

    h-index

  2. Journal of Causal Inference

    2 publications · 182 citations

    2

    h-index

  3. Games and Economic Behavior

    1 publications · 83 citations

    1

    h-index

  4. 1

    h-index

  5. Journal of Statistical Planning and Inference

    1 publications · 34 citations

    1

    h-index

1–5