Class Notes and Slides

​Lectures and materials

• Lecture 1: Maximum Likelihood Estimator
  • ​​Slides
  • Homework
  • Handout: Linear model by ML. 
  • Video Class 1 (In Spanish)
    
  • Video Class 2 (In Spanish)
    
• Lecture 2: Numerical Optimization for Nonlinear Models
  • ​Slides
• Lecture 3: Application of Optimization Algorithms to Maximum Likelihood Estimator
  • ​Slides
  • ​R script
  • Homework., Dataset (Casen 2009)
• Lecture 4: Binary Outcomes
  • ​Slides
  • ​Homework