Concepedia

Intervention Forecasting

Intervention Forecasting is a causal forecasting method that specifically predicts the effects of deliberate policy or external changes on a system by modeling the counterfactual trajectories resulting from such interventions.

15

Publications

717

Citations

53

Authors

34

Institutions

Publications per year

2017–2026

8

Parents

Publications

15

MIMIC-Extract

Shirly Wang, Matthew B. A. McDermott, Geeticka Chauhan et al. · 2020 · 142 citations

, , +17

The law of maximum expected potential effect: constraints placed on program effectiveness by mediator relationships

William B. Hansen, Ralph B. McNeal · Health Education Research · 1996 · 126 citations · Full text

, , +17

Predictions, Role of Interventions and Effects of a Historic National Lockdown in India's Response to the the COVID-19 Pandemic: Data Science Call to Arms

Debashree Ray, Maxwell Salvatore, Rupam Bhattacharyya et al. · Harvard Data Science Review · 2020 · 122 citations · Full text

, , +17

Design and Analysis of the Causation and Prediction Challenge

Isabelle Guyon, California Constantin Aliferis, Gregory M. Cooper et al. · 2008 · 76 citations

, , +13

An interpretable system for predicting the impact of COVID-19 government interventions on stock market sectors

Cai Yang, Mohammad Zoynul Abedin, Hongwei Zhang et al. · Annals of Operations Research · 2023 · 47 citations · Full text

, , +13

1–5 of 15

Authors

53

  1. MB
    Matthew B. A. McDermott

    University of Toronto, Canada

    3 publications · 196 citations

    3

    h-index

  2. SW
    Shirly Wang

    University of Toronto, Canada

    3 publications · 196 citations

    3

    h-index

  3. TN
    Tristan Naumann

    Microsoft (United States), United States

    3 publications · 196 citations

    3

    h-index

  4. MG
    Marzyeh Ghassemi

    Massachusetts Institute of Technology, United States

    3 publications · 196 citations

    3

    h-index

  5. MC
    Michael C. Hughes

    Tufts University, United States

    3 publications · 196 citations

    3

    h-index

1–5 of 53

Institutions

34

  1. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    6 publications

    392 citations

  2. Tufts University

    Medford, United States

    3 h-index

    3 publications

    196 citations

  3. University of Toronto

    Toronto, Canada

    3 h-index

    5 publications

    350 citations

  4. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    3 publications

    196 citations

  5. Vector Institute

    Toronto, Canada

    2 h-index

    2 publications

    184 citations

  6. University of Connecticut

    Storrs, United States

    2 h-index

    2 publications

    248 citations

  7. University of Pittsburgh

    Pittsburgh, United States

    1 h-index

    1 publications

    76 citations

  8. London School of Economics and Political Science

    London, United Kingdom

    1 h-index

    1 publications

    11 citations

1–8 of 34

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 54 citations

    2

    h-index

  2. Journal of Forecasting

    1 publications · 17 citations

    1

    h-index

  3. Journal of Banking & Finance

    1 publications · 27 citations

    1

    h-index

  4. Clinical Social Work Journal

    1 publications · 11 citations

    1

    h-index

  5. International Advances in Economic Research

    IAER · 1 publications · 13 citations

    1

    h-index

1–5