Discuss conditional probability, independence, and the Bayes’ theorem.

discuss conditional probability, independence, and the Bayes’ theorem. We will study probability distributions of both discrete and continuous random variables, the concepts of sampling distributions and asymptotic limiting distribution (the central limit theorem), statistical(point) estimations, confidence intervals, hypothesis testing.”