- Probability distributions and why they are important
- Confidence intervals and presidential elections
- Hypothesis Testing changes in the Average or Percentage
- You made a change to a process but did you make a difference?
- How confident are you that you made a difference?
- What is the risk?
- Hypothesis Testing with Two Populations
- Comparing two sales territories, two distribution centers, two plants, etcetera
- Hypothesis Testing changes in Variation
- Hypothesis Testing changes in Market Share
- Experimental Design / Analysis of Variance: Single Factor
- Experimental Design / Analysis of Variance: Multiple Factors
- Which factor(s) affected performance
- Are there interactions amongst factors
- Simple Regression
- Correlation of two variables
- Multiple Variable Regression
- Predict the future
- Which variables improve or hurt performance
- Building Good Regression Models
- What makes a good predictive model
- Logistic Regression
- Which variables improve or hurt the “odds” of winning
- Predicting winning proposals
