micemd

Multiple Imputation by Chained Equations with Multilevel Data

CRAN Package

Addons for the 'mice' package to perform multiple imputation using chained equations with two-level data. Includes imputation methods dedicated to sporadically and systematically missing values. Imputation of continuous, binary or count variables are available. Following the recommendations of Audigier, V. et al (2018) <doi:10.1214/18-STS646>, the choice of the imputation method for each variable can be facilitated by a default choice tuned according to the structure of the incomplete dataset. Allows parallel calculation and overimputation for 'mice'.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 482 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.

Sun
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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
14 downloadsMar 6, 2025
13 downloadsMar 7, 2025
13 downloadsMar 8, 2025
9 downloadsMar 9, 2025
9 downloadsMar 10, 2025
21 downloadsMar 11, 2025
23 downloadsMar 12, 2025
14 downloadsMar 13, 2025
13 downloadsMar 14, 2025
31 downloadsMar 15, 2025
8 downloadsMar 16, 2025
10 downloadsMar 17, 2025
20 downloadsMar 18, 2025
14 downloadsMar 19, 2025
20 downloadsMar 20, 2025
11 downloadsMar 21, 2025
10 downloadsMar 22, 2025
16 downloadsMar 23, 2025
25 downloadsMar 24, 2025
14 downloadsMar 25, 2025
14 downloadsMar 26, 2025
15 downloadsMar 27, 2025
44 downloadsMar 28, 2025
6 downloadsMar 29, 2025
12 downloadsMar 30, 2025
15 downloadsMar 31, 2025
23 downloadsApr 1, 2025
11 downloadsApr 2, 2025
18 downloadsApr 3, 2025
16 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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44

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 7,493 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Sep 11, 2024 with 80 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
  • Imports13 packages
  • Suggests4 packages
  • Reverse Imports1 package
  • Reverse Suggests1 package
  • Reverse Enhances1 package