Linear Regression

• Multiple Linear Regression
  Linear regression with multiple predictor variables
  
• Stepwise Regression
  Variable selection using stepwise regression
  
• Multivariate Regression
  Linear regression with a multivariate response variable
  
• Regularization
  Ridge regression, lasso, elastic nets
  
• Mixed Effects
  Linear mixed-effects models