This is not a statistics course, so we will not be able to cover regression in full detail. However, we will discuss the general ideas behind multiple regression, and how and when to use variants like logistic regression, negative binomial regression, HLM, and so on.

Topics

• Linear models of the form Y = b₀ +b₁X1+b₂X2+ε

• When to use various regression-like methods

Handouts

• Introduction to Regression. [html]
• Regression line. [html]
• Least Squares Approach [html]
• Multiple Regression [html]
• regression-like models [html]