Multivariate Distributions
摘要
The preceding chapter showed that by using the two first moments of a multivariate distribution (the mean and the covariance matrix), a lot of information on the relationship between the variables can be made available. Only basic statistical theory was used to derive tests of independence or of linear relationships. In this chapter, we give an introduction to the basic probability tools useful in statistical multivariate analysis.