A causal inference approach for estimating effects of non-pharmaceutical interventions during Covid-19 pandemic

Vesna Barros; Itay Manes; Victor Akinwande; Celia Cintas; Osnat Bar-Shira; Michal Ozery-Flato; Yishai Shimoni; Michal Rosen-Zvi

doi:10.1371/journal.pone.0265289

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Open Access

Peer-reviewed

Research Article

A causal inference approach for estimating effects of non-pharmaceutical interventions during Covid-19 pandemic

Vesna Barros ,

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: vesna.barros@ibm.com

Affiliations AI for Accelerated Healthcare and Life Sciences Discovery, IBM Research Labs, Haifa, Israel, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel

https://orcid.org/0000-0002-3057-8140

⨯
Itay Manes,

Roles Data curation, Investigation, Methodology, Validation, Visualization, Writing – review & editing

Affiliation AI for Accelerated Healthcare and Life Sciences Discovery, IBM Research Labs, Haifa, Israel

https://orcid.org/0000-0002-6875-2175

⨯
Victor Akinwande,

Roles Data curation, Formal analysis, Validation, Visualization, Writing – review & editing

Affiliation IBM Research Africa, Nairobi, Kenya
⨯
Celia Cintas,

Roles Data curation, Investigation, Resources, Writing – review & editing

Affiliation IBM Research Africa, Nairobi, Kenya

https://orcid.org/0000-0002-8064-9189

⨯
Osnat Bar-Shira,

Roles Data curation, Formal analysis, Investigation, Visualization, Writing – review & editing

Affiliation AI for Accelerated Healthcare and Life Sciences Discovery, IBM Research Labs, Haifa, Israel
⨯
Michal Ozery-Flato,

Roles Conceptualization, Formal analysis, Methodology, Project administration, Software, Supervision, Writing – review & editing

Affiliation AI for Accelerated Healthcare and Life Sciences Discovery, IBM Research Labs, Haifa, Israel
⨯
Yishai Shimoni,

Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

Affiliation AI for Accelerated Healthcare and Life Sciences Discovery, IBM Research Labs, Haifa, Israel
⨯
Michal Rosen-Zvi

Roles Conceptualization, Project administration, Supervision, Writing – review & editing

Affiliations AI for Accelerated Healthcare and Life Sciences Discovery, IBM Research Labs, Haifa, Israel, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
⨯

A causal inference approach for estimating effects of non-pharmaceutical interventions during Covid-19 pandemic

Vesna Barros,
Itay Manes,
Victor Akinwande,
Celia Cintas,
Osnat Bar-Shira,
Michal Ozery-Flato,
Yishai Shimoni,
Michal Rosen-Zvi

Published: September 28, 2022
https://doi.org/10.1371/journal.pone.0265289

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