Prior Distribution

A prior distribution is a way to represent what you believe about a certain parameter or outcome before new data is taken into account. It reflects your initial knowledge or assumptions based on previous experience, expert opinion, or general understanding. As new data becomes available, this prior is updated to form a more informed belief, known as the posterior distribution. Essentially, the prior provides the starting point in a process of learning and refining estimates in statistical analysis.