Bayesian Statistics for Astrophysics 2024

Lecture Notes

  • Chapter 1: Hypothesis Testing & Maximum Likelihood
  • Chapter 2: Information Criterions and Bootstrap Confidence Intervals
  • Chapter 3: Mathematical foundations of statistics
  • Chapter 4: Bayesian inference
  • Chapter 5 - Priors
  • Chapter 6: Markov Chain Monte Carlo
  • Chapter 7: Advanced examples of Bayesian statistics
Bayesian Statistics for Astrophysics 2024
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© Copyright 2024, Timo Kist, Sjoert van Velzen, [Bayesian Statistics for Astrophysics class of 2024].

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