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The four classical MANOVA test statistics are calculated from a set of eigenvalues.
multiStatistics(ss)
A list of eigenvalues
A list with elements
Wilks' Lambda
Roy's Largest Root
Hotelling-Lawley Trace Statistic
Pillay-Bartlett Trace Statistic
These eigenvalues are also known as the squared canonical correlation coefficients.