WLogit

Variable Selection in High-Dimensional Logistic Regression Models using a Whitening Approach

CRAN Package

It proposes a novel variable selection approach in classification problem that takes into account the correlations that may exist between the predictors of the design matrix in a high-dimensional logistic model. Our approach consists in rewriting the initial high-dimensional logistic model to remove the correlation between the predictors and in applying the generalized Lasso criterion.

  • Version2.1
  • R version≥ 3.5.0
  • LicenseGPL-2
  • Needs compilation?No
  • Last release07/17/2023

Documentation


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Insights

Last 30 days

This package has been downloaded 122 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. 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
5 downloadsMar 4, 2025
8 downloadsMar 5, 2025
2 downloadsMar 6, 2025
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6 downloadsMar 11, 2025
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5 downloadsMar 22, 2025
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11 downloadsMar 24, 2025
3 downloadsMar 25, 2025
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1 downloadsMar 31, 2025
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5 downloadsApr 2, 2025
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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 1,634 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 26 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

  • Imports8 packages
  • Suggests1 package