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multivariate diagnostics

1 message · Maria Rizzo

#
Yulei,

There are tests for multivariate normality and for equal multivariate 
distributions in the energy package. The reference mentioned in the help 
file for the multivariate normality test is in JMVA March 2005 Vol. 93(1), 
58-80.

Some other tests for multivariate normality include Mardia's multivariate 
skewness and kurtosis tests, and the BHEP tests based on the empirical 
characteristic function. I have R functions (not in an R package) for these 
tests if you are interested.

Maria Rizzo