Bayesian Statistics, Data, Data Science, Statistics, Machine Learning.
Gibbs sampling is particularly useful when the full conditional distributions are easy to sample from and when dealing with conditionally conjugate models (where the prior and posterior distributions are of the same family). One of the main benefits of Gibbs sampling is that it eliminates the need