Demo

• Demonstration of features

Data

• Data basics
• Categorical data
• Numerical data
• Observational studies
• Experimental studies

Probability

• Probability basics
• Frequency tables
• Conditional probability
• Random variables
• Geometric and binomial models
• Continuous random variables
• Sampling distribution of a mean
• Sampling distribution of a proportion

Intro to Inference (via one proportion)

• Confidence intervals
• Hypothesis testing
• Myths and misconceptions
• Error and power in testing

Inference for multiple proportions

• panic and phantom frameworks
• Two independent proportions
• Goodness-of-fit testing
• Testing for independence

Inference for means

• One mean
• Two means (paired & independent)
• One-way ANOVA
• Two-way ANOVA

Linear regression

• Scatterplots and correlation
• Linear regression
• Inference for regression predictions
• Inference for regression coefficients