Question: what is full conditional distribution?
Answer: The full conditional arises in Bayesian analysis usually in the context of MCMC or Gibbs sampling. Essentially, a conditional in Bayesian is generally the distribution of parameters given the data : ... and this is called the full conditional distribution of .