Provides functions to explore possible factor structures for a set of variables and helps identify plausible and replicable structures via *k*fold cross validation. The process combines the exploratory and confirmatory factor analytic approach to scale development (Flora & Flake, 2017) <doi:10.1037/cbs0000069> with a cross validation technique that maximizes the available data. Also available are functions to determine *k* by drawing on power analytic techniques for covariance structures (MacCallum, Browne, & Sugawara, 1996) <doi:10.1037/1082989X.1.2.130>, generate model syntax, and summarize results in a report.
Package details 


Author  Kyle Nickodem [aut, cre] and Peter Halpin [aut] 
Maintainer  Kyle Nickodem <kyle.nickodem@gmail.com> 
License  GPL (>= 3) 
Version  0.1.0 
URL  <https://github.com/knickodem/kfa> 
Package repository  View on CRAN 
Installation 
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