Cattell's scree test is one of most simple ways of testing the number of components in a correlation matrix. Here we plot the eigen values of a correlation matrix.
Usage
VSS.scree(rx, main = "scree plot")
Arguments
rx
a correlation matrix or a data matrix. If data, then correlations are found using pairwise deletions.