DIRMR

Distributed Imputation for Random Effects Models with Missing Responses

CRAN Package

By adding over-relaxation factor to PXEM (Parameter Expanded Expectation Maximization) method, the MOPXEM (Monotonically Overrelaxed Parameter Expanded Expectation Maximization) method is obtained. Compare it with the existing EM (Expectation-Maximization)-like methods. Then, distribute and process five methods and compare them, achieving good performance in convergence speed and result quality.The philosophy of the package is described in Guo G. (2022) doi:10.1007/s00180-022-01270-z.

  • Version0.5.0
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release11/26/2024

Team


Insights

Last 30 days

This package has been downloaded 158 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
7 downloadsMar 4, 2025
7 downloadsMar 5, 2025
5 downloadsMar 6, 2025
6 downloadsMar 7, 2025
2 downloadsMar 8, 2025
1 downloadsMar 9, 2025
2 downloadsMar 10, 2025
7 downloadsMar 11, 2025
10 downloadsMar 12, 2025
7 downloadsMar 13, 2025
3 downloadsMar 14, 2025
7 downloadsMar 15, 2025
2 downloadsMar 16, 2025
5 downloadsMar 17, 2025
3 downloadsMar 18, 2025
7 downloadsMar 19, 2025
13 downloadsMar 20, 2025
8 downloadsMar 21, 2025
3 downloadsMar 22, 2025
11 downloadsMar 23, 2025
3 downloadsMar 24, 2025
2 downloadsMar 25, 2025
7 downloadsMar 26, 2025
4 downloadsMar 27, 2025
2 downloadsMar 28, 2025
1 downloadsMar 29, 2025
5 downloadsMar 30, 2025
2 downloadsMar 31, 2025
8 downloadsApr 1, 2025
8 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 761 times in the last 365 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The day with the most downloads was Nov 29, 2024 with 37 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

  • Imports3 packages