psych: principal - loadings components
My question is concerned with the principal() function in psych package. set.seed(0) x <- replicate(8, rnorm(10)) pca.x <- principal(x, nf=4, rotate="varimax") I know if I want to see the loadings table, I can use loading.x <-loadings(pca.x) , than I will have the following results. > loading.x Loadings: RC1 RC3 RC4 RC2 [1,] -0.892 -0.205 0.123 [2,] 0.154 0.158 0.909 [3,] -0.660 0.255 -0.249 0.392 [4,] -0.352 0.412 0.614 -0.481 [5,] 0.950 -0.208 0.117 [6,] -0.302 0.111 0.860 [7,] 0.852 -0.195 -0.358 [8,] -0.109 0.903 0.265 RC1 RC3 RC4 RC2 SS loadings 2.323 1.934 1.373 1.342 Proportion Var 0