Can Gibbs Sampling be used to generate synthetic data from the posterior distribution?

by boski   Last Updated July 12, 2019 09:19 AM - source

I am working with a few datasets. I would like to expand some of them somehow by creating synthetic data. Is it possible to use a Gibbs Sampler to, by sampling a given distribution of the original data, create synthetic data points?

Tags : bayesian gibbs

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