How to generate random variables following multivariate normal distribution

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Sampling multivariate normal distribution occurs quite often in quantitative finance. Here's a standard way to generate random samples following such distribution given a mean and covariance matrix.
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Thanks for the video. How can we do this in R?

asadalikhan