Poisson Regression

• An alternative to OLS:
  
  $$log(count) = \alpha + \beta X + \epsilon_p$$
  
  
  or
  
  $$count = e^{\alpha + \beta X + \epsilon_p}$$
  
  

• Predicted values less than zero are impossible
• Error term has appropriate distribution