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hdme

High-Dimensional Regression with Measurement Error

v0.6.0 · May 16, 2023 · GPL-3

Description

Penalized regression for generalized linear models for measurement error problems (aka. errors-in-variables). The package contains a version of the lasso (L1-penalization) which corrects for measurement error (Sorensen et al. (2015) <doi:10.5705/ss.2013.180>). It also contains an implementation of the Generalized Matrix Uncertainty Selector, which is a version the (Generalized) Dantzig Selector for the case of measurement error (Sorensen et al. (2018) <doi:10.1080/10618600.2018.1425626>).

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CRAN Check Status

14 OK
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 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 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies glmnet ggplot2 Rdpack Rcpp (>= 0.12.15) Rglpk rlang hdme

Version History

new 0.6.0 Mar 10, 2026
updated 0.6.0 ← 0.5.1 diff May 15, 2023
updated 0.5.1 ← 0.5.0 diff Feb 27, 2023
updated 0.5.0 ← 0.4.0 diff Jul 19, 2022
updated 0.4.0 ← 0.3.4 diff Jul 2, 2022
updated 0.3.4 ← 0.3.3 diff Sep 1, 2021
updated 0.3.3 ← 0.3.2 diff May 17, 2020
updated 0.3.2 ← 0.3.1 diff Nov 10, 2019
updated 0.3.1 ← 0.2.3 diff May 19, 2019
updated 0.2.3 ← 0.2.2 diff Apr 11, 2019
updated 0.2.2 ← 0.2.1 diff Mar 6, 2019
updated 0.2.1 ← 0.2.0 diff Oct 14, 2018
updated 0.2.0 ← 0.1.1 diff May 18, 2018
updated 0.1.1 ← 0.1.0 diff Mar 29, 2018
new 0.1.0 Mar 8, 2018