fad

Factor Analysis for Data

CRAN Package

Compute maximum likelihood estimators of parameters in a Gaussian factor model using the the matrix-free methodology described in Dai et al. (2020) doi:10.1080/10618600.2019.1704296. In contrast to the factanal() function from 'stats' package, fad() can handle high-dimensional datasets where number of variables exceed the sample size and is also substantially faster than the EM algorithms.

  • Version0.9-1
  • R version≥ 3.0.2 methods,
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release05/01/2022

Documentation


Team


Insights

Last 30 days

This package has been downloaded 226 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 5 times.

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

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 2,996 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 Sep 11, 2024 with 33 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
  • Imports2 packages
  • Suggests1 package
  • Linking To3 packages