Week 2 - The Beta-Binomial Bayesian Model, Sequentiality, and Conjugacy
We will learn about the Beta-Binomial model and other conjugate families. We will practice with data to examine sequentiality in Bayesian statistics. If you have any questions about Week 2 materials please post them on the discussion board on Canvas.Notes | Links | Due | ||
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R examples | Some of you told me that you need to remember some R code. Feel free to watch videos from Stats 67 course. The videos that talk about R code have R logo next to them. | External link | ||
Review of Bayes' Rule for random variables | Link to lecture video External link | |||
The Beta Prior | Link to lecture video External link | |||
The Beta Prior Quiz | External Link to Gradescope | Aug 13, 6 pm | ||
The Beta-Binomial Model | Link to lecture video External link | |||
The Beta-Binomial Model Quiz | Download bayesrules package again | External Link to Gradescope | Aug 13, 6 pm | |
Balance in Bayesian Analysis | Link to lecture video External link | |||
Balance and Sequentiality in Bayes Quiz | External Link to Gradescope | Aug 13, 6 pm | ||
The Gamma-Poisson Model | Link to lecture video External link | |||
The Gamma-Poisson Quiz | External Link to Gradescope | Aug 13, 6 pm | ||
The Beta-Binomial, Sequentiality, and Conjugacy | Timed. 60 minutes. There is plenty of time to complete it but before you start it make sure to have your notes ready. Do not start it unless you have reviewed the whole week and you are ready to complete all the homework at once. | External Link to Gradescope | Aug 21, 6 pm |