Description
In this course, you will learn:
- How correlation between variables is calculated and interpreted.
- How simple and numerous regression equations are calculated and analyzed.
- How and why numerous trials with a random variable are regularly distributed.
- How to generate probability distributions for random variables using regression equations.
- How probability distributions are used to forecast the outcomes of random variables.
Syllabus:
1. The Middletown Bike Rally
- the Middletown Bike Rally
- Building the rally dataset
2. Explaining rider performance
- Correlation
- Simple regression analysis
- Multiple regression analysis
3. Predicting rider performance
- Random variables and the normal distribution
- Probablity and Prediction
- What are the odds?
- Beating the odds