- [The Multivariate Gaussian Distribution](http://cs229.stanford.edu/section/gaussians.pdf) - [Multivariate Normal Distribution: Characteristic Functions](https://ocw ...

Parametric statistical methods assume a specific model for the probability distribution of the observations. When non-robust methods are used, statistical inferences may be invalid if the assumed ...

We start with analyzing stochastic dependence in a classic bivariate normal density framework. We focus on the way the conditional density of one of the random variables depends on realizations of the ...