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| 1 | +# This CITATION.cff file was generated with cffinit. |
| 2 | +# Visit https://bit.ly/cffinit to generate yours today! |
| 3 | + |
| 4 | +cff-version: 1.2.0 |
| 5 | +title: >- |
| 6 | + Epiverse-TRACE Tutorials Middle: Real-time analysis and |
| 7 | + forecasting for outbreak analytics with R |
| 8 | +message: >- |
| 9 | + Please cite this lesson using the information in this file |
| 10 | + when you refer to it in publications, and/or if you |
| 11 | + re-use, adapt, or expand on the content in your own |
| 12 | + training material. |
| 13 | +type: dataset |
| 14 | +authors: |
| 15 | + - given-names: Andree |
| 16 | + family-names: Valle-Campos |
| 17 | + |
| 18 | + orcid: 'https://orcid.org/0000-0002-7779-481X' |
| 19 | + - given-names: Amanda |
| 20 | + family-names: Minter |
| 21 | + |
| 22 | + orcid: 'https://orcid.org/0000-0003-1171-5688' |
| 23 | +repository-code: 'https://github.com/epiverse-trace/tutorials-middle/' |
| 24 | +url: 'https://epiverse-trace.github.io/tutorials-middle/' |
| 25 | +abstract: >- |
| 26 | + The Epiverse-TRACE initiative aims to provide a software |
| 27 | + ecosystem for outbreak analytics with integrated, |
| 28 | + generalisable and scalable community-driven software. We |
| 29 | + support the development of R packages, make the existing |
| 30 | + ones interoperable for the user experience, and stimulate |
| 31 | + a community of practice. In the outbreak analytics |
| 32 | + curriculum, we built three tutorials around an outbreak |
| 33 | + analysis pipeline split into three stages: Early, Middle, |
| 34 | + and Late tasks. Early tasks include reading, cleaning and |
| 35 | + validating case data, and converting line list data to |
| 36 | + incidence for visualizing epidemic curves. Middle tasks |
| 37 | + host real-time analysis that includes accessing |
| 38 | + epidemiological delays, estimating transmission metrics, |
| 39 | + forecasting, and severity from incidence data, |
| 40 | + superspreading from line list and contact data, and |
| 41 | + simulating transmission chains. Late tasks include |
| 42 | + accessing and analyzing social contact matrices, scenario |
| 43 | + modelling to simulate disease spread and investigate |
| 44 | + interventions, and modelling disease burden. |
| 45 | +keywords: |
| 46 | + - outbreak-analytics |
| 47 | + - epidemiological-parameters |
| 48 | + - reproduction-number |
| 49 | + - forecasting |
| 50 | + - outbreak-severity |
| 51 | + - superspreading events |
| 52 | + - transmission chains |
| 53 | + - carpentries-workbench |
| 54 | + - rstats |
| 55 | + - english-language |
| 56 | +license: CC-BY-4.0 |
| 57 | +version: v2025-03-11 |
| 58 | +date-released: '2025-03-11' |
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