NPBayesImputeCat

Non-Parametric Bayesian Multiple Imputation for Categorical Data

CRAN Package

These routines create multiple imputations of missing at random categorical data, and create multiply imputed synthesis of categorical data, with or without structural zeros. Imputations and syntheses are based on Dirichlet process mixtures of multinomial distributions, which is a non-parametric Bayesian modeling approach that allows for flexible joint modeling, described in Manrique-Vallier and Reiter (2014) doi:10.1080/10618600.2013.844700.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 206 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 2 times.

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

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 3,337 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Jul 21, 2024 with 75 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
  • Imports5 packages
  • Linking To1 package
  • Reverse Imports1 package