Discuss the use of Bayesian methods in causal inference.

Instruction: Explain how Bayesian methods can be applied to estimate causal effects and the advantages of this approach.

Context: This question evaluates the candidate's understanding of Bayesian statistics and its application in causal inference, including handling uncertainty.