STAT 140A: Linear Models

Slides

(Theoretical work is done on the board in class.)

Linear Regression

• Linear Models
• Simple Linear Regression
• Assessing Accuracy
• Multiple Linear Regression
• Qualitative Preditors and Interactions
• Model Diagnostics

Missing Data

• A Brief Overview of Missing Data

ANOVA

• Introduction to ANOVA
• Multiple Comparisons
• ANOVA as Linear Models
• Factorial Designs
• Block Designs