common prior assumption

A common prior assumption is a starting belief about a situation or data before seeing the actual information. In statistical analysis, it represents what we think is likely before observing new data. This helps guide our conclusions and updates as we learn more. Think of it as an initial educated guess that gets refined with additional evidence, ensuring that our inferences are grounded in both existing knowledge and new information, leading to more accurate and informed decisions.