Bayesian Inference/Bayes-päättely


  • Syllabus

    Contents

  • 1. Bayes' theorem and heuristic applications
  • 2. Conjugate families of distributions
  • 3. Linear regression problems
  • 4. Generalized linear models

  • Some useful R commands

  • 1. Homework
  • 2. Homework
  • 3. Homework
  • 4. Homework
    Data sets
  • S&P500 stock index for large firms in 1925-2006
  • Regression data
  • Drug use data