MADMMplasso
Multi Variate Multi Response ADMM with Interaction Effects
Description
This system allows one to model a multi-variate, multi-response problem with interaction effects. It combines the usual squared error loss for the multi-response problem with some penalty terms to encourage responses that correlate to form groups and also allow for modeling main and interaction effects that exit within the covariates. The optimization method employed is the Alternating Direction Method of Multipliers (ADMM). The implementation is based on the methodology presented on Quachie Asenso, T., & Zucknick, M. (2023) <doi:10.48550/arXiv.2303.11155>.
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CRAN Check Status
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 | 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)
installed package size
installed size is 7.7Mb
sub-directories of 1Mb or more:
libs 7.6Mb
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
libs 8.5Mb
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 30, 2026
installed package size
installed size is 7.7Mb
sub-directories of 1Mb or more:
libs 7.6Mb
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
libs 8.5Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 10, 2026
examples
Running examples in ‘MADMMplasso-Ex.R’ failed The error most likely occurred in: > ### Name: MADMMplasso > ### Title: MADMMplasso: Multi Variate Multi Response ADMM with Interaction > ### Effects > ### Aliases: MADMMplasso-package MADMMplasso > > ...[truncated]... rho = 5, tree = TT, my_print = FALSE, + alph = TRUE, gg = gg1, tol = tol, cl = 2L + ) Error in unserialize(socklist[[n]]) : error reading from connection Calls: MADMMplasso ... recvOneData -> recvOneData.SOCKcluster -> unserialize Execution halted
installed package size
installed size is 7.7Mb
sub-directories of 1Mb or more:
libs 7.6Mb
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
libs 8.5Mb