Data Science, Sampling, Statistics, Machine Learning, Artificial Intelligence.
frequent question is how sampling can help to estimate posteriors and what does it have to do with the integration? The key idea of sampling is generating values from the distributions of interest and then applying discrete formulas to compute the necessary statistics. Consider an example of