Concepedia

Sequential Causal Inference

Sequential Causal Inference is a longitudinal causal inference framework that specifically addresses the identification and estimation of causal effects in settings where treatments, confounders, and outcomes evolve over time in a temporal sequence, distinguishing itself by modeling the dynamic, time-varying nature of interventions and their cumulative impacts on outcomes.

22

Publications

887

Citations

66

Authors

43

Institutions

Publications per year

2017–2026

6

Variants

Dynamic Causal Inference

Parents

Publications

22

Phase II Randomized Comparison of Topotecan Plus Cyclophosphamide Versus Topotecan Alone in Children With Recurrent or Refractory Neuroblastoma: A Children's Oncology Group Study

Wendy B. London, Christopher Frantz, Laura Campbell et al. · Journal of Clinical Oncology · 2010 · 123 citations · Full text

, , +13

A sequential Cox approach for estimating the causal effect of treatment in the presence of time‐dependent confounding applied to data from the Swiss HIV Cohort Study

Jon Michael Gran, Kjetil Røysland, Marcel Wolbers et al. · Statistics in Medicine · 2010 · 88 citations

, , +16

Sequential Causal Models for the Evaluation of Labor Market Programs

Michael Lechner · Journal of Business and Economic Statistics · 2009 · 88 citations

, , +13

Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs

Chenchu Xu, Lei Xu, Pavlo Ohorodnyk et al. · Medical Image Analysis · 2020 · 85 citations

, , +16

Analysis of sequential social interaction data: Some issues, recent developments, and a causal inference model.

Gene P. Sackett · 1987 · 81 citations

, , +16

1–5 of 22

Authors

66

  1. RD
    Ree Dawson

    Frontier Science & Technology Research Foundation, Inc., United States

    2 publications · 36 citations

    2

    h-index

  2. PW
    Philip W. Lavori

    Stanford University, United States

    2 publications · 36 citations

    2

    h-index

  3. GV
    Gregory Veramendi

    University of Chicago, United States

    1 publications · 58 citations

    1

    h-index

  4. JE
    John Eric Humphries

    University of Virginia, United States

    1 publications · 58 citations

    1

    h-index

  5. NR
    Neil R Bramley

    University of Edinburgh, United Kingdom

    1 publications · 11 citations

    1

    h-index

1–5 of 66

Institutions

43

  1. Frontier Science & Technology Research Foundation, Inc.

    Boston, United States

    2 h-index

    2 publications

    36 citations

  2. Universidade de São Paulo

    São Paulo, Brazil

    1 h-index

    1 publications

    10 citations

  3. Inserm

    Paris, France

    1 h-index

    1 publications

    25 citations

  4. Columbia University

    New York, United States

    1 h-index

    2 publications

    40 citations

  5. National University of Singapore

    Singapore, Singapore

    1 h-index

    1 publications

    19 citations

  6. Hospital for Tropical Diseases

    Hanoi, Vietnam

    1 h-index

    1 publications

    88 citations

  7. University Hospital of Bern

    Bern, Switzerland

    1 h-index

    1 publications

    88 citations

  8. Amsterdam Neuroscience

    Amsterdam, The Netherlands

    1 h-index

    1 publications

    29 citations

1–8 of 43

Venues

  1. Statistics in Medicine

    3 publications · 124 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 46 citations

    2

    h-index

  3. UCL Discovery (University College London)

    Repository · 1 publications · 11 citations

    1

    h-index

  4. Argumentation and Advocacy

    1 publications · 12 citations

    1

    h-index

  5. RePEc: Research Papers in Economics

    Repository · 1 publications · 58 citations

    1

    h-index

1–5