Author

Carolina Alvarez-Garavito

University of BonnORCID 0000-0002-4416-6980Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Elisa SicuriiD· 1 shared Francisco SaúteiD· 1 shared Jan HasenaueriD· 1 shared Laia Cirera· 1 shared Lea SeepiD· 1 shared Manuel HuthiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Elisa SicuriORCID

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1 paper

Recent·Most cited

Privacy-preserving impact evaluation using Difference-in-Differences

Manuel Huth, Carolina Alvarez-Garavito, Lea Seep, Laia Cirera, Francisco Saúte, Elisa Sicuri, Jan Hasenauer

The paper develops a federated Difference-in-Differences method for privacy-preserving causal impact evaluation using the DataSHIELD platform, demonstrating its effectiveness on simulated and real-world data.

bioRxiv · Dec 5, 2023 · PreprintBioinformatics