Bayesian analysis is a statistical method that updates the probability for a hypothesis as more evidence or information becomes available, relying on Bayes' theorem to combine prior beliefs with new data. This approach allows for a flexible and iterative process of learning from data, making it particularly useful in situations where information is incomplete or uncertain.