Linear Regression Analysis

Linear Regression, along with its parent, the General Linear Model, is at the heart of all statistical modeling. Master Linear Regression and other modeling techniques come within your reach.

Home Study Video and Audios

• Video: Assumptions of the General Linear Model and How to Check The
  
  
• Video: Running Regressions and ANOVAs in SPSS GLM
  
  
• Video: Correlated Predictors in Regression Models: What is Multicollinearity and How to Detect it
  
  
• Video: The First 3 Steps to Statistical Modeling: How to Clarify the Research Question, the Design, and the Variables

• Video: Dummy Coding and Effect Coding in Regression Models
  
  
• Audio: The 11 Steps to Performing any Statistical Model

Ebooks

• Interpreting Linear Regression Coefficients Workshop Transcript
  
  
• Interpreting (Even Tricky) Regression Coefficients