timereg

timereg R package, survival analysis methods

https://github.com/scheike/timereg

Science Score: 36.0%

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    Found codemeta.json file
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    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    2 of 14 committers (14.3%) from academic institutions
  • Institutional organization owner
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  • Scientific vocabulary similarity
    Low similarity (12.9%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

timereg R package, survival analysis methods

Basic Info
  • Host: GitHub
  • Owner: scheike
  • Language: R
  • Default Branch: master
  • Size: 11.4 MB
Statistics
  • Stars: 33
  • Watchers: 2
  • Forks: 5
  • Open Issues: 8
  • Releases: 0
Created about 11 years ago · Last pushed 11 months ago
Metadata Files
Readme

README.org

* Timereg for Event Times (=timereg=)
      Additive survival model, semiparametric proportional odds model, 
      cumulative residuals, excess risk models and more. 

      Flexible competing risks regression including GOF-tests. 

      Two-stage frailty modelling.  PLS for the additive risk model. 

      Additive hazard Lasso in the 'ahaz' package for high-dimensional data.

      mets package has a collection of tools for multivariate data. 

  Programs for Martinussen and Scheike (2006), `Dynamic Regression
      Models for Survival Data', Springer Verlag. 


** Installation
#+BEGIN_SRC R :exports both :eval never
install.packages("timereg",dependencies=TRUE)
#+END_SRC

The development version may be installed directly from github
(requires [[http://cran.r-project.org/bin/windows/Rtools/][Rtools]] on windows
and [[http://cran.r-project.org/bin/macosx/tools/][development tools]] (+Xcode) for Mac OS X):
#+BEGIN_SRC R :exports both :eval never
devtools::install_github("scheike/timereg")
#+END_SRC
or download the source 
#+BEGIN_EXAMPLE
git@github.com:scheike/timereg
#+END_EXAMPLE

** Citation

To cite the =timereg= package please use one of the following references

#+BEGIN_QUOTE
Thomas H. Scheike, Torben Martinussen (2006),
Dynamic Regression models for survival data.
Springer, New-York
#+END_QUOTE

#+BEGIN_QUOTE
"Thomas H. Scheike, Mei-Jie Zhang (2011)."
"Analyzing Competing Risk Data Using the R timereg Package."
"Journal of Statistical Software, 38(2), 1-15."
"URL http://www.jstatsoft.org/v38/i02/."
#+END_QUOTE

#+BEGIN_QUOTE

#+END_QUOTE

BibTeX:
#+BEGIN_EXAMPLE
@Book{ms06,
  title         = {Dynamic Regression Models for Survival Data},
  publisher     = {Springer-Verlag New York},
  year          = {2006},
  author        = {T. Martinussen and T.H. Scheike},
}


@Article{ts-mz-jss-2010,
  author        = {Scheike, T. H. and Mei-Jie Zhang},
  title         = {Modelling competing risks data using the {R}-timereg package},
  journal       = {Journal of Statistical Software},
  year          = {2011},
  volume        = {38},
  pages         = {1-15},
}

#+END_EXAMPLE

** Examples

#+BEGIN_SRC R :exports both :file timereg1.png :cache yes
  library(timereg)
  
  example(aalen)
  example(cox.aalen)
  example(comp.risk)
  example(two.stage)
  example(restricted.residual.mean)

#+END_SRC

:RESULTS:
[[file:inst/timereg1.png]]
:END:

Owner

  • Login: scheike
  • Kind: user

GitHub Events

Total
  • Issues event: 2
  • Watch event: 4
  • Push event: 3
Last Year
  • Issues event: 2
  • Watch event: 4
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Last synced: over 2 years ago

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  • Total Commits: 626
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Past Year
  • Commits: 20
  • Committers: 1
  • Avg Commits per committer: 20.0
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Top Committers
Name Email Commits
scheike s****e@e****d 358
Thomas Scheike ts@b****k 165
tag t****g@e****d 40
Jakson Alves de Aquino j****q@g****m 32
tagteam t****m@e****d 11
Pete e****0@g****m 4
Thomas Alexander Gerds t****g@b****k 3
Alok Singh A****k@u****m 3
Rad Cirskis n****0@g****m 3
chee c****e@s****g 2
klaus k****s@e****d 2
Anders Kiel Hovgaard a****g@g****m 1
Ian Liu Rodrigues i****8@g****m 1
Kevin k****e@u****m 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 11
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  • Average time to close issues: about 1 month
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  • Total issue authors: 10
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  • Average comments per issue: 0.91
  • Average comments per pull request: 0
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Past Year
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Packages

  • Total packages: 2
  • Total downloads:
    • cran 10,395 last-month
  • Total docker downloads: 48,142
  • Total dependent packages: 15
    (may contain duplicates)
  • Total dependent repositories: 20
    (may contain duplicates)
  • Total versions: 73
  • Total maintainers: 1
cran.r-project.org: timereg

Flexible Regression Models for Survival Data

  • Versions: 60
  • Dependent Packages: 12
  • Dependent Repositories: 20
  • Downloads: 10,395 Last month
  • Docker Downloads: 48,142
Rankings
Downloads: 3.7%
Dependent packages count: 4.6%
Dependent repos count: 6.3%
Average: 9.9%
Stargazers count: 10.3%
Forks count: 12.2%
Docker downloads count: 22.6%
Maintainers (1)
Last synced: 11 months ago
conda-forge.org: r-timereg
  • Versions: 13
  • Dependent Packages: 3
  • Dependent Repositories: 0
Rankings
Dependent packages count: 15.6%
Dependent repos count: 34.0%
Average: 35.8%
Stargazers count: 44.2%
Forks count: 49.6%
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • R >= 2.15 depends
  • survival * depends
  • grDevices * imports
  • graphics * imports
  • lava * imports
  • methods * imports
  • numDeriv * imports
  • stats * imports
  • utils * imports
  • mets * suggests
.github/workflows/r-check.yml actions
  • actions/checkout v3 composite
  • r-lib/actions/check-r-package v2 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/r2.yml actions
  • actions/checkout v3 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-tinytex v2 composite