mixedCCA

Sparse Canonical Correlation Analysis for High-Dimensional Mixed Data

CRAN Package

Semi-parametric approach for sparse canonical correlation analysis which can handle mixed data types: continuous, binary and truncated continuous. Bridge functions are provided to connect Kendall's tau to latent correlation under the Gaussian copula model. The methods are described in Yoon, Carroll and Gaynanova (2020) doi:10.1093/biomet/asaa007 and Yoon, Mueller and Gaynanova (2021) doi:10.1080/10618600.2021.1882468.

  • Version1.6.2
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release09/09/2022

Documentation


Team


Insights

Last 30 days

This package has been downloaded 394 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 16 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
19 downloadsMar 4, 2025
20 downloadsMar 5, 2025
10 downloadsMar 6, 2025
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8 downloadsMar 8, 2025
4 downloadsMar 9, 2025
16 downloadsMar 10, 2025
17 downloadsMar 11, 2025
17 downloadsMar 12, 2025
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15 downloadsMar 15, 2025
5 downloadsMar 16, 2025
14 downloadsMar 17, 2025
24 downloadsMar 18, 2025
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13 downloadsMar 20, 2025
15 downloadsMar 21, 2025
8 downloadsMar 22, 2025
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11 downloadsMar 24, 2025
20 downloadsMar 25, 2025
14 downloadsMar 26, 2025
11 downloadsMar 27, 2025
28 downloadsMar 28, 2025
2 downloadsMar 29, 2025
14 downloadsMar 30, 2025
10 downloadsMar 31, 2025
12 downloadsApr 1, 2025
16 downloadsApr 2, 2025
0 downloadsApr 3, 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 4,807 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 43 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


Binaries


Dependencies

  • Depends1 package
  • Imports7 packages
  • Linking To2 packages