mifa

Multiple Imputation for Exploratory Factor Analysis

CRAN Package

Impute the covariance matrix of incomplete data so that factor analysis can be performed. Imputations are made using multiple imputation by Multivariate Imputation with Chained Equations (MICE) and combined with Rubin's rules. Parametric Fieller confidence intervals and nonparametric bootstrap confidence intervals can be obtained for the variance explained by different numbers of principal components. The method is described in Nassiri et al. (2018) doi:10.3758/s13428-017-1013-4.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 185 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 4 times.

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

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 1,936 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 Mar 03, 2025 with 26 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
  • Suggests7 packages