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

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  • Depends1 package
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