Key Points
Introduction |
|
Probabilities, Frequencies and More |
|
Calculations with Probabilities |
|
Bayes' Theorem |
|
Probabilitiy Distributions |
|
Inferring the Fraction of Blue M&Ms, Part 1: Problem Set-Up |
|
M&M Problem, Part II: The Likelihood |
|
Statistics with M&Ms, Part III: Setting good priors |
|
Statistics with M&Ms, Part IV: Estimating the Posterior |
|
Bayesian Statistics in Astronomy: A Short Example |
|
Advanced: A Hierarchical Model for M&Ms |
|
Data Analysis in the Wild: Statistics and Ethics |
|
Additional Resources
FIXME