BASIC STATISTICS (2 Credits)

Learning Outcomes:

On successful completion of this course, student will be able to: describe the basic concepts of descriptive and inferential statistics; calculate the statistical measurement which related to descriptive and inferential statistics; use PHStat to do data analysis.

Topics:

1. Defining and Collecting Data;
2. Organizing and Visualizing Variables;
3. Numerical Descriptive Measures;
4. Basic Probability;
5. Discrete Probability Distributions;
6. The normal Distribution and Other Continuous Distributions;
7. Sampling Distributions;
8. Confidence Interval Estimation;
9. Fundamentals of Hypothesis Testing:
10. One-Sample Tests;
11. Two-Sample Tests;
12. Simple Linear Regression