rbmi

Reference Based Multiple Imputation

CRAN Package

Implements standard and reference based multiple imputation methods for continuous longitudinal endpoints (Gower-Page et al. (2022) doi:10.21105/joss.04251). In particular, this package supports deterministic conditional mean imputation and jackknifing as described in Wolbers et al. (2022) doi:10.1002/pst.2234, Bayesian multiple imputation as described in Carpenter et al. (2013) doi:10.1080/10543406.2013.834911, and bootstrapped maximum likelihood imputation as described in von Hippel and Bartlett (2021) doi:10.1214/20-STS793.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 539 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 24 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
56 downloadsMar 5, 2025
19 downloadsMar 6, 2025
21 downloadsMar 7, 2025
59 downloadsMar 8, 2025
5 downloadsMar 9, 2025
6 downloadsMar 10, 2025
24 downloadsMar 11, 2025
28 downloadsMar 12, 2025
20 downloadsMar 13, 2025
12 downloadsMar 14, 2025
34 downloadsMar 15, 2025
7 downloadsMar 16, 2025
22 downloadsMar 17, 2025
12 downloadsMar 18, 2025
4 downloadsMar 19, 2025
17 downloadsMar 20, 2025
32 downloadsMar 21, 2025
19 downloadsMar 22, 2025
10 downloadsMar 23, 2025
13 downloadsMar 24, 2025
5 downloadsMar 25, 2025
10 downloadsMar 26, 2025
9 downloadsMar 27, 2025
27 downloadsMar 28, 2025
5 downloadsMar 29, 2025
7 downloadsMar 30, 2025
5 downloadsMar 31, 2025
11 downloadsApr 1, 2025
16 downloadsApr 2, 2025
24 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
4
59

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 5,573 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Feb 20, 2025 with 91 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

  • Imports5 packages
  • Suggests15 packages
  • Reverse Depends1 package