SurvivalDistributions
A few extra distributions used in survival analysis
Science Score: 44.0%
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Low similarity (8.5%) to scientific vocabulary
Repository
A few extra distributions used in survival analysis
Basic Info
- Host: GitHub
- Owner: JuliaSurv
- License: mit
- Language: Julia
- Default Branch: main
- Homepage: https://juliasurv.github.io/SurvivalDistributions.jl/
- Size: 2.05 MB
Statistics
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 2
- Releases: 2
Metadata Files
README.md
SurvivalDistributions
The SurvivalDistributions.jl package is part of the JuliaSurv survival analysis suite. It provides a few utility functions (related to hazard and censoring) to manipulate distributions from Distributions.jl, but most importantly a few extra Distribution families that are sometimes usefull when doing survival analysis:
- Power Generalized Weibull,
- Exponentaited distributions (e.g. exponentiated Weibull)
- Generalized Gamma,
- LogLogisitc,
- Piecewise constant hazard distributions (such as coming out of Kaplan-Meier)
- Abstract hazard distribution (from a user-provided hazard function).
The implementation is very light and does limit its dependencies to a minimum (namely, Distributions.jl), so that depending on SurvivalDistributions.jl should not be an issue.
Do not hesitate to open an issue if you want to add another distribution that you might find usefull for survival analysis, or if you want to discuss about the content of the package itself !
Owner
- Name: JuliaSurv
- Login: JuliaSurv
- Kind: organization
- Repositories: 1
- Profile: https://github.com/JuliaSurv
Citation (CITATION.bib)
@misc{SurvivalDistributions.jl,
author = {Oskar Laverny <oskar.laverny@univ-amu.fr> and contributors},
title = {SurvivalDistributions.jl},
url = {https://github.com/JuliaSurv/SurvivalDistributions.jl},
version = {v1.0.0-DEV},
year = {2024},
month = {5}
}
GitHub Events
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Last Year
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Last synced: 6 months ago
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- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
juliahub.com: SurvivalDistributions
A few extra distributions used in survival analysis
- Homepage: https://juliasurv.github.io/SurvivalDistributions.jl/
- Documentation: https://docs.juliahub.com/General/SurvivalDistributions/stable/
- License: MIT
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Latest release: 0.1.1
published 8 months ago
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