superpc

Supervised Principal Components

v1.12 · Oct 19, 2020 · GPL (>= 3) | file LICENSE

Description

Does prediction in the case of a censored survival outcome, or a regression outcome, using the "supervised principal component" approach. 'Superpc' is especially useful for high-dimensional data when the number of features p dominates the number of samples n (p >> n paradigm), as generated, for instance, by high-throughput technologies.

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CRAN Check Status

2 NOTE

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	73s
r-devel-linux-x86_64-debian-gcc	NOTE	54.1s
r-devel-linux-x86_64-fedora-clang	OK	109.3s
r-devel-linux-x86_64-fedora-gcc	OK	104.9s
r-devel-macos-arm64	OK	19s
r-devel-windows-x86_64	OK	85s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	48s
r-oldrel-windows-x86_64	OK	101s
r-patched-linux-x86_64	OK	69.6s
r-release-linux-x86_64	OK	66.6s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	58s
r-release-windows-x86_64	OK	84s

Check details (2 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jean-Eudes Dazard <jean-eudes.dazard@case.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean-Eudes Dazard <jean-eudes.dazard@case.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

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: ‘Jean-Eudes Dazard <jean-eudes.dazard@case.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean-Eudes Dazard <jean-eudes.dazard@case.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Reverse Dependencies (4)

imports

MetabolicSurv MicrobiomeSurv

suggests

caret gspcr

Dependency Network

Version History

new 1.12 Mar 10, 2026

updated 1.12 ← 1.09 diff Oct 19, 2020

updated 1.09 ← 1.08 diff Feb 26, 2012

updated 1.08 ← 1.07 diff Apr 7, 2011

updated 1.07 ← 1.06 diff Jan 5, 2010

updated 1.06 ← 1.05 diff Apr 13, 2009

updated 1.05 ← 1.03 diff Apr 18, 2007

updated 1.03 ← 1.02 diff May 18, 2005

updated 1.02 ← 1.01 diff Apr 1, 2005

updated 1.01 ← 1.00 diff Oct 22, 2004

new 1.00 Sep 15, 2004