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Bayesian statistics 2022 @Utrehct University

Final project deals with the following topics:

  • Correct calculation posterior distributions
  • Correct interpretation of estimates and CIs
  • Correct calculation and interpretation of WAIC
  • Assessment convergence multiple chains
  • Correct discussion of convergence
  • Correct approach and calculation of posterior predictive p-value
  • Correct calculation and interpretation Bayes factor
  • Correct calculation and explanation of MH-step
  • Correct comparison of frequentist and Bayesian

CONTENTS

  • DATA file: Birthweight.csv
  • REPORT file: Report_KP.pdf
  • CODE file: Code_KP.R
  • README file: Readme_KP.txt