mixedCCA
Sparse Canonical Correlation Analysis for High-Dimensional Mixed Data
Description
Semi-parametric approach for sparse canonical correlation analysis which can handle mixed data types: continuous, binary and truncated continuous. Bridge functions are provided to connect Kendall's tau to latent correlation under the Gaussian copula model. The methods are described in Yoon, Carroll and Gaynanova (2020) <doi:10.1093/biomet/asaa007> and Yoon, Mueller and Gaynanova (2021) <doi:10.1080/10618600.2021.1882468>.
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| 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)
C++ specification
Specified C++11: please drop specification unless essential
Rd files
checkRd: (-1) GenerateData.Rd:53: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:54: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:55: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:56: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:57: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:58: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:59: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:60: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:61: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:62: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) GenerateData.Rd:63: Lost braces in \itemize; \value hand
...[truncated]...
es \item{}{} directly
checkRd: (-1) mixedCCA.Rd:63: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mixedCCA.Rd:64: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mixedCCA.Rd:65: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mixedCCA.Rd:66: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mixedCCA.Rd:67: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) myrcc.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) myrcc.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) myrcc.Rd:27: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) standardCCA.Rd:21: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) standardCCA.Rd:22: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) standardCCA.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
Check History
NOTE 12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
C++ specification
Specified C++11: please drop specification unless essential
ERROR 11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
package dependencies
Package required but not available: ‘latentcor’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
C++ specification
Specified C++11: please drop specification unless essential
NOTE 13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
C++ specification
Specified C++11: please drop specification unless essential
ERROR 12 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/mixedCCA.Rcheck/00install.out' for details.
C++ specification
Specified C++11: please drop specification unless essential
NOTE 13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 10, 2026
C++ specification
Specified C++11: please drop specification unless essential
ERROR 12 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 9, 2026
package dependencies
Package required but not available: ‘latentcor’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
C++ specification
Specified C++11: please drop specification unless essential
NOTE 13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
C++ specification
Specified C++11: please drop specification unless essential