Data Science, Sampling, Statistics, Machine Learning, Artificial Intelligence.
the data growing. Convergence time also depends on the shape of the distribution. Difficulty in finding the posterior for each variable. Generally, samples from the beginning of the chain (the burn-in period) may not accurately represent the desired distribution. Hence it is often discarded.