STATISTICAL THEORY I (4 Credits)

Learning Outcomes:

On successful completion of this Course, students will be able to: Calculate the probability of events from given problems; Apply the concept of discrete and continuous random variables and their probabilities to solve practical problems; Analyze multivariate probability distributions, probability of a function of random variables, sample distribution and the central limit theorem.

Topics:

1. Probability Theory;
2. Discrete Random Variables and Their Probability Distributions;
3. Continuous Random Variables and Their Probability Distributions;
4. Multivariate Probability Distributions;
5. Functions of Random Variables;
6. Sampling Distributions and The Central Limit Theorem.