Tiger Guo
2009-Oct-23 04:41 UTC
[R] factor analysis: extract principal components until the eigen value <1
Hello, I am trying to do factor analysis using principle components analysis. I use “fa” in package “psych”. I would like extract principal components until the eigen value <1. Two questions: First, can I calculate the eigenvalue of the covariance matrix and decide the number of eigenvalues>1 and use the number as the number of factors? Compared to the SPSS, it looks that the number obtained by this way is much more. Second, can some functions provided by R do this job? Thanks. Gencheng Guo MCCL Lab, ECE, University of Alberta [[alternative HTML version deleted]]