Workshop Data Simulation with Monte Carlo Methods

Dr. Marko Bachl, University of Hohenheim

Organized by the Computational Methods Working Group (CMWG) at the University of Zurich & ETH Zurich, Switzerland

Traktandenliste

1. Introduction & overview
   • Slides
2. Monte Carlo Simulation?
   • Slides
3. Proof by simulation — The Central Limit Theorem (CLT)
   • Slides
   • Pure R Script
   • Solution Exercise 1 - Compiled
   • Solution Exercise 1 - Pure R Script
4. Errors and power — Torturing the t-test
   • Slides 1
   • Pure R Script 1
   • Solution Exercise 2a - Compiled
   • Solution Exercise 2a - Pure R Script
   • Slides 2
   • Pure R Script 2
   • Solution Exercise 2b - Compiled
   • Solution Exercise 2b - Pure R Script
5. Misclassification and bias — Messages mismeasured
   • Slides
   • Pure R Script
   • Solution Exercise 3 - Compiled
   • Solution Exercise 3 - Pure R Script
6. Outlook: What’s next?
   • Slides