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 834 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
0 downloadsFeb 13, 2025
0 downloadsFeb 14, 2025
6 downloadsFeb 15, 2025
30 downloadsFeb 16, 2025
49 downloadsFeb 17, 2025
17 downloadsFeb 18, 2025
16 downloadsFeb 19, 2025
91 downloadsFeb 20, 2025
15 downloadsFeb 21, 2025
8 downloadsFeb 22, 2025
47 downloadsFeb 23, 2025
9 downloadsFeb 24, 2025
20 downloadsFeb 25, 2025
49 downloadsFeb 26, 2025
33 downloadsFeb 27, 2025
4 downloadsFeb 28, 2025
47 downloadsMar 1, 2025
9 downloadsMar 2, 2025
16 downloadsMar 3, 2025
77 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
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
4
91

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 5,510 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