Slides #

If you are registered for the course, you can find the material on UM Learn.

• Course Overview
• R preliminaries
  • R code
• Numerical Methods
  • R code
• Maximum Likelihood
  • R code
• Optimization
  • R code
• Generating Random Variates
  • R code
• Monte Carlo Integration
  • R code
• Importance Sampling
  • R code
• Monte Carlo methods for inference
  • R code
• Jackknife
  • R code
• Bootstrap
  • R code
• Bootstrap Confidence Intervals
  • R code
• Linear Regression Review
  • R code
• Residual Analysis
  • R code
• Bootstrap and Linear Regression
  • R code
• Permutation Tests
  • R code
• Fisher’s Exact Test
  • R code