fad
Factor Analysis for Data
Compute maximum likelihood estimators of parameters in a Gaussian factor model using 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.
- Version0.9-3
- R versionR (≥ 3.0.2)
- LicenseGPL-3
- Needs compilation?Yes
- Last release08/27/2025
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Team
Somak Dutta
MaintainerShow author detailsFan Dai
Show author detailsRolesAuthorRanjan Maitra
Show author detailsRolesContributor
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- Depends1 package
- Imports2 packages
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