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