Foundations

  1. Model Types
  2. 2-Sample t-test Review
  3. Concept of Models
  4. Comparing Two Models

One-Way ANOVA

  1. Conceptual Foundation
  2. Multiple Comparisons
  3. Assumption Checking
  4. Transformations
  5. Summary

Two-Way ANOVA

  1. Conceptual Foundation
  2. Analytical Foundation
  3. Analysis
  4. Summary

Simple Linear Regression (SLR)

  1. Foundations
  2. Inference
  3. Models
  4. Assumptions
  5. Transformations
  6. Summary

Indicator Variable Regression (IVR)

  1. Variables
  2. Models & Sub-Models
  3. Testing
  4. Analysis
  5. Summary

Logistic Regression

  1. Foundations
  2. Models and Predictions
  3. Analysis