Science Score: 39.0%
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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✓DOI references
Found 3 DOI reference(s) in README -
○Academic publication links
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○Scientific vocabulary similarity
Low similarity (14.7%) to scientific vocabulary
Repository
open source R package for MAIC
Basic Info
- Host: GitHub
- Owner: hta-pharma
- Language: R
- Default Branch: main
- Homepage: https://hta-pharma.github.io/maicplus/
- Size: 42.7 MB
Statistics
- Stars: 6
- Watchers: 1
- Forks: 2
- Open Issues: 28
- Releases: 4
Metadata Files
README.md
maicplus 
Overview
The maicplus package provides tools to perform matching-adjusted indirect comparison (MAIC) analysis. MAIC is a method used to adjust for differences in baseline characteristics between treatment groups in indirect comparisons, typically where patient-level data are available for one treatment but only aggregate-level data are available for the comparator treatment.
Features
Perform MAIC analysis for time-to-event endpoints (e.g. overall survival) or binary endpoints (e.g. objective tumor response).
Perform unanchored analysis when comparing single-arm trials or anchored analysis when there exists a common comparator between trials.
User-friendly functions to facilitate the analysis process.
Comprehensive documentation and examples to guide users through the analysis.
Installation
You can install the latest version of maicplus on CRAN with:
r
install.packages('maicplus')
or you can install the development version with:
r
remotes::install_github("hta-pharma/maicplus")
Tutorial
To learn how to use the maicplus R package, refer to the
package website (hta-pharma.github.io/maicplus/).
Bibliography
Chen G, Seo M, Antoniou M, Belleli R, Kalyvas C, Gravestock I. SA83 {Maicplus}: An R Package to Support Analysis and Reporting of Matching Adjusted Indirect Treatment Comparisons (MAIC) for HTA Dossiers. Value in Health. 2023;26(12):S558. doi:10.1016/j.jval.2023.09.2992
Phillippo D, Ades T, Dias S, Palmer S, Abrams KR, Welton N. NICE DSU Technical Support Document 18: Methods for Population-Adjusted Indirect Comparisons in Submissions to NICE. Vol 18. NICE Decision Support Unit; 2016.
Owner
- Name: HTA Pharma
- Login: hta-pharma
- Kind: organization
- Repositories: 1
- Profile: https://github.com/hta-pharma
For open-source and high-quality R tools to be used in HTA and market access space of pharmaceutical and biotech
GitHub Events
Total
- Create event: 26
- Release event: 4
- Issues event: 42
- Watch event: 7
- Delete event: 23
- Member event: 2
- Issue comment event: 61
- Push event: 298
- Pull request review event: 33
- Pull request review comment event: 15
- Pull request event: 34
- Fork event: 1
Last Year
- Create event: 26
- Release event: 4
- Issues event: 42
- Watch event: 7
- Delete event: 23
- Member event: 2
- Issue comment event: 61
- Push event: 298
- Pull request review event: 33
- Pull request review comment event: 15
- Pull request event: 34
- Fork event: 1
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 30
- Total pull requests: 28
- Average time to close issues: 2 months
- Average time to close pull requests: about 2 months
- Total issue authors: 6
- Total pull request authors: 6
- Average comments per issue: 0.37
- Average comments per pull request: 2.21
- Merged pull requests: 17
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 9
- Pull requests: 10
- Average time to close issues: 26 days
- Average time to close pull requests: 1 day
- Issue authors: 4
- Pull request authors: 4
- Average comments per issue: 0.56
- Average comments per pull request: 1.1
- Merged pull requests: 5
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- MikeJSeo (28)
- gravesti (21)
- hoppanda (18)
- aganiyu10 (2)
- ckalyvas (1)
- conorchand (1)
- liuxiangyu127 (1)
- Ebonleo (1)
- Sufeine (1)
Pull Request Authors
- MikeJSeo (20)
- hoppanda (17)
- gravesti (16)
- miranta-antoniou-roche (2)
- jinjliu (1)
- Polkas (1)
- ckalyvas (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- cran 298 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 3
- Total maintainers: 1
cran.r-project.org: maicplus
Matching Adjusted Indirect Comparison
- Homepage: https://github.com/hta-pharma/maicplus/
- Documentation: http://cran.r-project.org/web/packages/maicplus/maicplus.pdf
- License: Apache License 2.0
-
Latest release: 0.1.2
published over 1 year ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.6 depends
- plumber * imports
- shiny * imports
- stringr * imports
- survival * imports
- future * suggests
- httr * suggests
- knitr * suggests
- shinytest * suggests
- testthat >= 2.0 suggests
- R >= 2.10 depends
- assertthat >= 0.2.1 imports
- dplyr >= 0.8.4 imports
- ggplot2 >= 3.3.0 imports
- magrittr >= 1.5 imports
- stats >= 2.0 imports
- survival >= 3.1 imports
- tidyselect >= 1.0.0 imports
- boot * suggests
- flextable * suggests
- knitr * suggests
- officer * suggests
- survminer * suggests
- testthat * suggests