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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
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