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mixedLSR

Mixed, Low-Rank, and Sparse Multivariate Regression on High-Dimensional Data

v0.1.0 · Nov 4, 2022 · MIT + file LICENSE

Description

Mixed, low-rank, and sparse multivariate regression ('mixedLSR') provides tools for performing mixture regression when the coefficient matrix is low-rank and sparse. 'mixedLSR' allows subgroup identification by alternating optimization with simulated annealing to encourage global optimum convergence. This method is data-adaptive, automatically performing parameter selection to identify low-rank substructures in the coefficient matrix.

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CRAN Check Status

2 NOTE
12 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
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 OK
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 (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Alexander White <whitealj@iu.edu>’

The BugReports field in DESCRIPTION has
  https://github.com/alexanderjwhite/mixedLSR
which should likely be
  https://github.com/alexanderjwhite/mixedLSR/issues
instead.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Alexander White <whitealj@iu.edu>’

The BugReports field in DESCRIPTION has
  https://github.com/alexanderjwhite/mixedLSR
which should likely be
  https://github.com/alexanderjwhite/mixedLSR/issues
instead.
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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OK r-oldrel-macos-arm64

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OK r-oldrel-macos-x86_64

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OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Alexander White <whitealj@iu.edu>’

The BugReports field in DESCRIPTION has
  https://github.com/alexanderjwhite/mixedLSR
which should likely be
  https://github.com/alexanderjwhite/mixedLSR/issues
instead.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Alexander White <whitealj@iu.edu>’

The BugReports field in DESCRIPTION has
  https://github.com/alexanderjwhite/mixedLSR
which should likely be
  https://github.com/alexanderjwhite/mixedLSR/issues
instead.

Dependency Network

Dependencies Reverse dependencies grpreg purrr MASS ggplot2 mixedLSR

Version History

new 0.1.0 Mar 10, 2026