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coxphSGD: Stochastic Gradient Descent log-Likelihood Estimation in Cox Proportional Hazards Model

Estimate coefficients of Cox proportional hazards model using stochastic gradient descent algorithm for batch data.

Version: 0.2.1
Depends: R (≥ 3.3.0), survival
Published: 2017-07-05
DOI: 10.32614/CRAN.package.coxphSGD
Author: Marcin Kosinski [aut, cre], Przemyslaw Biecek [ctb]
Maintainer: Marcin Kosinski <m.p.kosinski at gmail.com>
BugReports: https://github.com/MarcinKosinski/coxphSGD/issues
License: GPL-2
URL: https://github.com/MarcinKosinski/coxphSGD/blob/master/README.md
NeedsCompilation: no
Materials: NEWS
CRAN checks: coxphSGD results

Documentation:

Reference manual: coxphSGD.pdf

Downloads:

Package source: coxphSGD_0.2.1.tar.gz
Windows binaries: r-devel: coxphSGD_0.2.1.zip, r-release: coxphSGD_0.2.1.zip, r-oldrel: coxphSGD_0.2.1.zip
macOS binaries: r-release (arm64): coxphSGD_0.2.1.tgz, r-oldrel (arm64): coxphSGD_0.2.1.tgz, r-release (x86_64): coxphSGD_0.2.1.tgz, r-oldrel (x86_64): coxphSGD_0.2.1.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.