Describe the Principle of 'Common Cause' in causal inference.

Instruction: Explain the principle of 'Common Cause' and its importance in the context of causal inference.

Context: This question tests the candidate's knowledge of the principle that suggests that if two variables are found to be correlated, there may exist a third variable that is a common cause of both.