SPCAvRP
Sparse Principal Component Analysis via Random Projections (SPCAvRP)
v0.4
·
May 3, 2019
·
GPL-3
Description
Implements the SPCAvRP algorithm, developed and analysed in "Sparse principal component analysis via random projections" Gataric, M., Wang, T. and Samworth, R. J. (2018) <arXiv:1712.05630>. The algorithm is based on the aggregation of eigenvector information from carefully-selected random projections of the sample covariance matrix.
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| 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 | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| 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 (2 non-OK)
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r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Milana Gataric <m.gataric@statslab.cam.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Milana",
family = "Gataric",
role = c("aut", "cre"),
email = "m.gataric@statslab.cam.ac.uk"),
person(given = "Tengyao",
family = "Wang",
role = "aut"),
person(given = c("Richard", "J."),
family = "Samworth",
role = "aut"))
as necessary.
The Description field contains
T. and Samworth, R. J. (2018) <arXiv:1712.05630>. The algorithm is
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Milana Gataric <m.gataric@statslab.cam.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Milana",
family = "Gataric",
role = c("aut", "cre"),
email = "m.gataric@statslab.cam.ac.uk"),
person(given = "Tengyao",
family = "Wang",
role = "aut"),
person(given = c("Richard", "J."),
family = "Samworth",
role = "aut"))
as necessary.
The Description field contains
T. and Samworth, R. J. (2018) <arXiv:1712.05630>. The algorithm is
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Milana Gataric <m.gataric@statslab.cam.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Milana",
family = "Gataric",
role = c("aut", "cre"),
...[truncated]...
= "Samworth",
role = "aut"))
as necessary.
The Description field contains
T. and Samworth, R. J. (2018) <arXiv:1712.05630>. The algorithm is
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Milana Gataric <m.gataric@statslab.cam.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Milana",
family = "Gataric",
role = c("aut", "cre"),
...[truncated]...
= "Samworth",
role = "aut"))
as necessary.
The Description field contains
T. and Samworth, R. J. (2018) <arXiv:1712.05630>. The algorithm is
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.