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desla

Desparsified Lasso Inference for Time Series

v0.3.1 · Jan 22, 2026 · GPL (>= 2)

Description

Calculates the desparsified lasso as originally introduced in van de Geer et al. (2014) <doi:10.1214/14-AOS1221>, and provides inference suitable for high-dimensional time series, based on the long run covariance estimator in Adamek et al. (2020) <doi:10.48550/arXiv.2007.10952>. Also estimates high-dimensional local projections by the desparsified lasso, as described in Adamek et al. (2022) <doi:10.48550/arXiv.2209.03218>.

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CRAN Check Status

13 OK
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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 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 History

OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  6.2Mb
  sub-directories of 1Mb or more:
    libs   5.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.4Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/desla.Rcheck/00install.out' for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is  6.2Mb
  sub-directories of 1Mb or more:
    libs   5.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.4Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  6.2Mb
  sub-directories of 1Mb or more:
    libs   5.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.4Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 9, 2026
ERROR r-devel-linux-x86_64-debian-gcc

whether package can be installed

Installation failed.
See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/desla.Rcheck/00install.out’ for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is  6.2Mb
  sub-directories of 1Mb or more:
    libs   5.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.4Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  6.2Mb
  sub-directories of 1Mb or more:
    libs   5.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  6.4Mb
  sub-directories of 1Mb or more:
    libs   5.8Mb

Dependency Network

Dependencies Reverse dependencies Rcpp Rdpack parallelly desla

Version History

new 0.3.1 Mar 10, 2026
updated 0.3.1 ← 0.3.0 diff Jan 21, 2026
updated 0.3.0 ← 0.2.0 diff Jun 28, 2023
updated 0.2.0 ← 0.1.0 diff Sep 22, 2022
new 0.1.0 Nov 10, 2021