Basic Statistics (2 Credits)

Learning Outcomes:

Describe the basic concepts of descriptive and inferential statistics.
Calculate the statistical measurement which related to descriptive and inferential statistics.
Use Microsoft Excel to do data analysis.

Topics:

Defining and Collecting Data
Organizing, Visualizing Variables, and Numerical Descriptive Measures
Basic Probability
Discrete Probability Distribution
The Normal Distribution and Other Continuous Probability Distributions
Sampling Distribution
Confidence Interval and Hypothesis Test for One Sample
Hypothesis Test for Two Samples
Simple Linear Regression and Correlation