bigSurvSGD
Big Survival Analysis Using Stochastic Gradient Descent
Description
Fits Cox model via stochastic gradient descent. This implementation avoids computational instability of the standard Cox Model when dealing large datasets. Furthermore, it scales up with large datasets that do not fit the memory. It also handles large sparse datasets using proximal stochastic gradient descent algorithm. For more details about the method, please see Aliasghar Tarkhan and Noah Simon (2020) <arXiv:2003.00116v2>.
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Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
CRAN incoming feasibility
Maintainer: ‘Aliasghar Tarkhan <atarkhan@uw.edu>’ The Description field contains <arXiv:2003.00116v2>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Aliasghar Tarkhan <atarkhan@uw.edu>’ The Description field contains <arXiv:2003.00116v2>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
dependencies in R code
Namespace in Imports field not imported from: ‘survival’ All declared Imports should be used.
dependencies in R code
Namespace in Imports field not imported from: ‘survival’ All declared Imports should be used.
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NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Aliasghar Tarkhan <atarkhan@uw.edu>’ The Description field contains <arXiv:2003.00116v2>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Aliasghar Tarkhan <atarkhan@uw.edu>’ The Description field contains <arXiv:2003.00116v2>. Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
dependencies in R code
Namespace in Imports field not imported from: ‘survival’ All declared Imports should be used.
dependencies in R code
Namespace in Imports field not imported from: ‘survival’ All declared Imports should be used.