Elementary Statistics and Probability
Student Learning Outcomes (what you should be able to demonstrate by the end of the course):
- Organize, analyze, and utilize appropriate methods to draw conclusions based on sample data by constructing and/or evaluating tables, graphs, and numerical measures of characteristics of data.
- Identify, evaluate, interpret and describe data distributions through the study of sampling distributions and probability theory.
- Collect data, interpret, compose and defend conjectures, and communicate the results of random data using statistical analysis such as interval and point estimates, hypothesis tests, and regression analysis.
Course Sessions
Session Title | Media Type | Status |
---|---|---|
Chap01 - Sampling & Data | Video | |
Chap02 - Descriptive Statistics | Video | |
Chap03 - Probability Statistics | Video | |
Chap04 - Discrete Random Variables | Video | |
Chap05 - Continuous Random Variables | Video | |
Chap06 - The Normal Distribution | Video | |
Chap07 - The Central Limit Theorem | Video | |
Chap08 - Confidence Intervals | Video | |
Chap09 - Hypothesis Testing, pt1 | Video | |
Chap10 - Hypothesis Testing, pt2 | Video | |
Chap11 - The Chi-Square Distribution | Video | |
Chap12 - Linear Regression & Correlation | Video | |
TI83 pt1 | Video | |
TI83 pt2 | Video |