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oem

Orthogonalizing EM: Penalized Regression for Big Tall Data

v2.0.12 · Jul 31, 2024 · GPL (>= 2)

Description

Solves penalized least squares problems for big tall data using the orthogonalizing EM algorithm of Xiong et al. (2016) <doi:10.1080/00401706.2015.1054436>. The main fitting function is oem() and the functions cv.oem() and xval.oem() are for cross validation, the latter being an accelerated cross validation function for linear models. The big.oem() function allows for out of memory fitting. A description of the underlying methods and code interface is described in Huling and Chien (2022) <doi:10.18637/jss.v104.i06>.

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r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
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r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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r-release-windows-x86_64 OK
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OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is 99.1Mb
  sub-directories of 1Mb or more:
    libs  98.0Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 100.3Mb
  sub-directories of 1Mb or more:
    libs  99.3Mb
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-oldrel-macos-arm64

installed package size

  installed size is 99.1Mb
  sub-directories of 1Mb or more:
    libs  98.0Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 100.3Mb
  sub-directories of 1Mb or more:
    libs  99.3Mb

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies bigmemory Rcpp Matrix foreach WpProj oem

Version History

new 2.0.12 Mar 9, 2026