cdcsis

Conditional Distance Correlation Based Feature Screening and Conditional Independence Inference

CRAN Package

Conditional distance correlation <doi:10.1080/01621459.2014.993081> is a novel conditional dependence measurement of two multivariate random variables given a confounding variable. This package provides conditional distance correlation, performs the conditional distance correlation sure independence screening procedure for ultrahigh dimensional data <https://www3.stat.sinica.edu.tw/statistica/J28N1/J28N114/J28N114.html>, and conducts conditional distance covariance test for conditional independence assumption of two multivariate variable.


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Insights

Last 30 days

This package has been downloaded 338 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 8 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
15 downloadsMar 4, 2025
19 downloadsMar 5, 2025
2 downloadsMar 6, 2025
11 downloadsMar 7, 2025
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25 downloadsMar 20, 2025
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14 downloadsMar 26, 2025
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17 downloadsMar 28, 2025
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9 downloadsMar 31, 2025
13 downloadsApr 1, 2025
8 downloadsApr 2, 2025
0 downloadsApr 3, 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 4,006 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 08, 2024 with 57 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

  • Imports3 packages
  • Suggests1 package
  • Linking To1 package
  • Reverse Imports1 package