"How is probability defined in the context of statistics? What are the key principles underlying probability theory? How do classical, empirical, and subjective approaches differ in computing probabilities? Explain the importance of probability distributions in statistical analysis. Distinguish between discrete and continuous probability distributions. What are the roles of mean, median, and mode in probability theory, and how are they calculated? How do they aid in understanding and interpreting data?"