cvLM
Cross-Validation for Linear and Ridge Regression Models
Description
Implements cross-validation methods for linear and ridge regression models. The package provides grid-based selection of the ridge penalty parameter using Singular Value Decomposition (SVD) and supports K-fold cross-validation, Leave-One-Out Cross-Validation (LOOCV), and Generalized Cross-Validation (GCV). Computations are implemented in C++ via 'RcppArmadillo' with optional parallelization using 'RcppParallel'. The methods are suitable for high-dimensional settings where the number of predictors exceeds the number of observations.
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Show all 14 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-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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 (5 non-OK)
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 6.1Mb
sub-directories of 1Mb or more:
libs 5.9Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 6.2Mb
sub-directories of 1Mb or more:
libs 6.1Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 6.1Mb
sub-directories of 1Mb or more:
libs 5.9Mb
installed package size
installed size is 6.2Mb
sub-directories of 1Mb or more:
libs 6.1Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.