Distrib_analysis

KO | EN

gitlite — search

#javascript #react #typescript #go #golang #android #deep-learning #windows #kubernetes #vue #pytorch #security #mcp #open-source

Distrib_analysis

(★ 5)

Distributed analysis

Distrib_analysis 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Distrib_analysis
Distributed analysis examples and code using R

## Repository structure

1. All methods that can be used with horizontally distributed data are in the `horizontally_distributed_analysis` folder.

2. All methods that can be used with vertically distributed data are in the `vertically_distributed_analysis` folder.

## Contact information
* Pr Félix Camirand-Lemyre : Felix.Camirand.Lemyre@usherbrooke.ca
* Simon Lévesque : Simon.Levesque3@usherbrooke.ca
* Marie-Pier Domingue : Marie-Pier.Domingue2@usherbrooke.ca
* Jean-Philippe Morissette : jean-philippe.morissette@usherbrooke.ca
* Jean-Francois Ethier : JF.Ethier@usherbrooke.ca

Research group: **GRIIS** - Groupe de recherche interdisciplinaire en informatique de la santé (https://griis.ca)

Health Data Research Network Canada (https://hdrn.ca)

## License

https://creativecommons.org/licenses/by-nc-sa/4.0/

## References
The published papers or preprints relevant to methods implemented in this repository are listed here in chronological order.

**Camirand Lemyre, Lévesque, Domingue, Herrmann, Ethier** (2024).
*Distributed Statistical Analyses: A Scoping Review and Examples of Operational Frameworks Adapted to Health Analytics*.
JMIR Med Inform 2024;12:e53622.
DOI: [10.2196/53622](https://doi.org/10.2196/53622)

**Domingue, Ethier, Morissette, Lévesque, Burgun, Camirand Lemyre** (2025).
*Revisiting VERTIGO and VERTIGO-CI:  Identifying confidentiality breaches and introducing a statistically sound, efficient alternative*.
PREPRINT on Research Square.
DOI: [10.21203/rs.3.rs-6933988/v1](https://doi.org/10.21203/rs.3.rs-6933988/v1)

**Camirand Lemyre, Domingue, Morissette, Burgun, Ethier** (2026).
*VALORIS: One-shot and lossless vertical logistic regression for privacy-protecting multi-site health analytics*.
Sci Rep.
DOI: [10.1038/s41598-026-41936-y](https://doi.org/10.1038/s41598-026-41936-y)

**Domingue, Lévesque, Burgun, Ethier, Camirand Lemyre** (2026).
*Multi-Site Health Research Integrating Complementary Data Sources: A Scoping Review of Statistical Inference Methods for Vertically Partitioned Data* (2026).
PREPRINT on arXiv.
DOI: [10.48550/arXiv.2604.02595](https://doi.org/10.48550/arXiv.2604.02595)

## Copyright: GRIIS / Université de Sherbrooke

Distrib_analysis

Distrib_analysis 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Distrib_analysis

Distrib_analysis 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README