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This document describes various statistical tests to evaluate the normality of data and the multinormality of random vectors. It includes the P-variate normality test of Mardia, which tests the normality of each variable and linear combinations of them. It also describes tests for skewness, kurtosis, and multinormality based on statistical coefficients. Finally, it presents Bartlett
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