PROBABILITY AND STATISTICS (2 Credits)

Learning Outcomes:

On successful completion of this course, student will be able to: Identify basic statistics (data, sample, population, symbolism, and definition); Calculate probability, expectation, and variance; Calculate sampling distribution and estimation; Demonstrate a hypothesis test; Interpret the result of the calculation.

Topics:

1. Introduction;
2. Presenting data in tales and charts;
3. Numerical descriptive measures;
4. Basic probability;
5. Random variables and probability distribution;
6. Some important discrete probability distributions;
7. The normal distribution and other continuous distributions;
8. Sampling and sampling distributions;
9. Confidence interval estimation;
10. Fundamental of hypothesis testing: one-sample tests;
11. Two-sample tests.