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What is Understanding Multivariate Gaussian PDF about?

The document describes the multivariate Gaussian distribution. It begins by defining the multivariate normal distribution as a vector-valued random variable with probability density function that is a function of the mean and covariance matrix. It then discusses properties of the multivariate Gaussian such as its relationship to univariate Gaussians, the meaning of the covariance matrix, cases when the covariance matrix is diagonal, and the shape of its isocontours (level sets).

Author

andrewjbrereton31

Language

EN