Notes and Study Guides

Notes

• Basic Terminology
• Visualizing Variables
• Percentiles
• Measures of Center
• Measures of Spread
• Linear Transformations
• Density Curves
• The Normal Distribution
• Relationships between two variables
• Scatterplots and Correlation
• General Theory on Modeling and Data Fitting
• Linear Models and Regression Lines
• The question of causation
• Introduction to Probability
• Probability rules
• Conditional Probability
• Independent Events
• Tree Diagrams
• Random Variables
• The Binomial Setting and Distribution
• Mean and Standard Deviation of Random Variables
• Combining Random Variables
• Mean and Standard Deviation of the Binomial
• Binomial: Approximating by Normal
• The Sample Mean / IID Setting
• Inference I: Confidence Intervals
• Inference II: Hypothesis Tests

Study Guides

• Midterm 1 study guide
• Midterm 2 study guide
• Final study guide