hdme

High-Dimensional Regression with Measurement Error

CRAN Package

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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Insights

Last 30 days

This package has been downloaded 252 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
10 downloadsMar 4, 2025
31 downloadsMar 5, 2025
4 downloadsMar 6, 2025
5 downloadsMar 7, 2025
0 downloadsMar 8, 2025
3 downloadsMar 9, 2025
3 downloadsMar 10, 2025
5 downloadsMar 11, 2025
23 downloadsMar 12, 2025
5 downloadsMar 13, 2025
2 downloadsMar 14, 2025
31 downloadsMar 15, 2025
1 downloadsMar 16, 2025
1 downloadsMar 17, 2025
7 downloadsMar 18, 2025
7 downloadsMar 19, 2025
10 downloadsMar 20, 2025
10 downloadsMar 21, 2025
4 downloadsMar 22, 2025
8 downloadsMar 23, 2025
9 downloadsMar 24, 2025
4 downloadsMar 25, 2025
7 downloadsMar 26, 2025
4 downloadsMar 27, 2025
38 downloadsMar 28, 2025
1 downloadsMar 29, 2025
11 downloadsMar 30, 2025
1 downloadsMar 31, 2025
2 downloadsApr 1, 2025
5 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 3,875 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 20, 2024 with 68 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports6 packages
  • Suggests6 packages
  • Linking To2 packages