Description
Functions for dimension reduction through the seeded canonical correlation analysis are provided. A classical canonical correlation analysis (CCA) is one of useful statistical methods in multivariate data analysis, but it is limited in use due to the matrix inversion for large p small n data. To overcome this, a seeded CCA has been proposed in Im, Gang and Yoo (2015) \doi{10.1002/cem.2691}. The seeded CCA is a two-step procedure. The sets of variables are initially reduced by successively projecting cov(X,Y) or cov(Y,X) onto cov(X) and cov(Y), respectively, without loss of information on canonical correlation analysis, following Cook, Li and Chiaromonte (2007) \doi{10.1093/biomet/asm038} and Lee and Yoo (2014) \doi{10.1111/anzs.12057}. Then, the canonical correlation is finalized with the initially-reduced two sets of variables.
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NOTE
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 | NOTE |
| r-devel-windows-x86_64 | NOTE |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | NOTE |
| r-release-linux-x86_64 | NOTE |
| r-release-macos-arm64 | NOTE |
| r-release-macos-x86_64 | NOTE |
| r-release-windows-x86_64 | NOTE |
Check details (16 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Jae Keun Yoo <peter.yoo@ewha.ac.kr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jae", "Keun"),
family = "Yoo",
role = c("aut", "cre"),
email = "peter.yoo@ewha.ac.kr"),
person(given = "Bo-Young",
family = "Kim",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-clang
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Jae Keun Yoo <peter.yoo@ewha.ac.kr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jae", "Keun"),
family = "Yoo",
role = c("aut", "cre"),
email = "peter.yoo@ewha.ac.kr"),
person(given = "Bo-Young",
family = "Kim",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-devel-linux-x86_64-fedora-clang
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-devel-linux-x86_64-fedora-gcc
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-devel-macos-arm64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-devel-windows-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-oldrel-macos-arm64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-oldrel-macos-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-oldrel-windows-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-patched-linux-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-release-linux-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-release-macos-arm64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-release-macos-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-release-windows-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
Check History
NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Jae Keun Yoo <peter.yoo@ewha.ac.kr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jae", "Keun"),
family = "Yoo",
role = c("aut", "cre"),
email = "peter.yoo@ewha.ac.kr"),
person(given = "Bo-Young",
family = "Kim",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Jae Keun Yoo <peter.yoo@ewha.ac.kr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jae", "Keun"),
family = "Yoo",
role = c("aut", "cre"),
email = "peter.yoo@ewha.ac.kr"),
person(given = "Bo-Young",
family = "Kim",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-fedora-clang
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-devel-linux-x86_64-fedora-gcc
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-devel-macos-arm64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-devel-windows-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-patched-linux-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-release-linux-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-release-macos-arm64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-release-macos-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-release-windows-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-oldrel-macos-arm64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-oldrel-macos-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^
NOTE
r-oldrel-windows-x86_64
Rd files
checkRd: (-1) seedCCA.Rd:17: Lost braces; missing escapes or markup?
17 | \item{u}{numeric, maximum number of projections. The default is 10. This is used for \code{type="seed1"}, \code{type="seed2"} and {tyepe="pls"}.}
| ^