Science Score: 13.0%
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✓DOI references
Found 24 DOI reference(s) in README -
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○Scientific vocabulary similarity
Low similarity (9.6%) to scientific vocabulary
Keywords
Repository
Generating Multi-State Survival Data
Basic Info
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- Watchers: 2
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- Open Issues: 0
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Metadata Files
README.md
genSurv
Generating Multi-State Survival Data.
Description
The genSurv software permits to generate data with one binary time-dependent covariate and data stemming from a progressive illness-death model.
Installation
If you want to use the release version of the genSurv package, you can install the package from CRAN as follows:
r
install.packages(pkgs="genSurv");
If you want to use the development version of the genSurv package, you can install the package from GitHub via the remotes package:
r
remotes::install_github(
repo="arturstat/genSurv",
build=TRUE,
build_manual=TRUE
);
Authors
Artur Araújo, Luís Meira-Machado lmachado@math.uminho.pt \ and Susana Faria sfaria@math.uminho.pt \ Maintainer: Artur Araújo artur.stat@gmail.com
Funding
This research was financed by FEDER Funds through Programa Operacional Factores de Competitividade -- COMPETE and by Portuguese Funds through FCT -- Fundação para a Ciência e a Tecnologia, in the form of grants PTDC/MAT/104879/2008 and Est-C/MAT/UI0013/2011.
References
Anderson, P.K., Gill, R.D. (1982). Cox's regression model for counting processes: a large sample study. Annals of Statistics, 10(4), 1100-1120. doi:10.1214/aos/1176345976
Cox, D.R. (1972). Regression models and life tables. Journal of the Royal Statistical Society: Series B, 34(2), 187-202. doi:10.1111/j.2517-6161.1972.tb00899.x
Jackson, C. (2011). Multi-State Models for Panel Data: The msm Package for R. Journal of Statistical Software, 38(8), 1–28. doi:10.18637/jss.v038.i08
Johnson, M. E. (1987). Multivariate Statistical Simulation, John Wiley and Sons.
Johnson, N., Kotz, S. (1972). Distribution in statistics: continuous multivariate distributions, John Wiley and Sons.
Lu J., Bhattacharya G. (1990). Some new constructions of bivariate weibull models. Annals of Institute of Statistical Mathematics, 42(3), 543-559. doi:10.1007/BF00049307
Meira-Machado, L., Cadarso-Suárez, C., De Uña- Álvarez, J., Andersen, P.K. (2009). Multi-state models for the analysis of time to event data. Statistical Methods in Medical Research, 18(2), 195-222. doi:10.1177/0962280208092301
Meira-Machado L., Faria S. (2014). A simulation study comparing modeling approaches in an illness-death multi-state model. Communications in Statistics - Simulation and Computation, 43(5), 929-946. doi:10.1080/03610918.2012.718841
Meira-Machado, L., Roca-Pardiñas, J. (2011). p3state.msm: Analyzing Survival Data from an Illness-Death Model. Journal of Statistical Software, 38(3), 1-18. doi:10.18637/jss.v038.i03
Meira-Machado, L., Sestelo M. (2019). Estimation in the progressive illness-death model: a nonexhaustive review. Biometrical Journal, 61(2), 245–263. doi:10.1002/bimj.201700200
Therneau, T.M., Grambsch, P.M. (2000). Modelling survival data: Extending the Cox Model, New York: Springer.
Owner
- Name: Artur Araujo
- Login: arturstat
- Kind: user
- Location: Portugal
- Twitter: artur_stat
- Repositories: 4
- Profile: https://github.com/arturstat
GitHub Events
Total
- Pull request event: 1
Last Year
- Pull request event: 1
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Artur Araujo | a****t@g****m | 43 |
Issues and Pull Requests
Last synced: over 1 year ago
All Time
- Total issues: 0
- Total pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 0
- Total pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 1.0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 1.0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
- DiogoRibeiro7 (2)
Top Labels
Issue Labels
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Packages
- Total packages: 1
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Total downloads:
- cran 303 last-month
- Total docker downloads: 21,777
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 5
- Total maintainers: 1
cran.r-project.org: genSurv
Generating Multi-State Survival Data
- Homepage: https://github.com/arturstat/genSurv
- Documentation: http://cran.r-project.org/web/packages/genSurv/genSurv.pdf
- License: GPL-3
-
Latest release: 1.0.4
published over 4 years ago
Rankings
Maintainers (1)
Dependencies
- R >= 2.12.0 depends
- survival * suggests