├── .gitignore ├── LICENSE ├── Lecture 02 - The Garden of Forking Data.ipynb ├── Lecture 03 - Geocentric Models.ipynb ├── Lecture 04 - Categories & Curves.ipynb ├── Lecture 05 - Elemental Confounds.ipynb ├── Lecture 06 - Good & Bad Controls.ipynb ├── Lecture 07 - Fitting Over & Under.ipynb ├── Lecture 08 - Markov Chain Monte Carlo.ipynb ├── Lecture 09 - Modeling Events.ipynb ├── Lecture 10 - Counts & Hidden Confounds.ipynb ├── Lecture 11 - Ordered Categories.ipynb ├── Lecture 12 - Multilevel Models.ipynb ├── Lecture 13 - Multilevel Adventures.ipynb ├── Lecture 14 - Correlated Features.ipynb ├── Lecture 15 - Social Networks.ipynb ├── Lecture 16 - Gaussian Processes.ipynb ├── Lecture 17 - Measurement and Misclassification.ipynb ├── Lecture 18 - Missing Data.ipynb ├── Lecture 19 - Generalized Linear Madness.ipynb ├── Lecture 20 - Horoscopes.ipynb ├── README.md ├── TODO.md ├── data ├── AustinCats.csv ├── Boxes.csv ├── Howell1.csv ├── Kline.csv ├── Kline2.csv ├── KosterLeckie.csv ├── Lynx_Hare.csv ├── Primates301.csv ├── Primates301_distance_matrix.csv ├── Trolley.csv ├── UCBadmit.csv ├── WaffleDivorce.csv ├── Wines2012.csv ├── bangladesh.csv ├── cherry_blossoms.csv ├── islands_distance_matrix.csv └── reedfrogs.csv ├── images ├── fertility_p_C_rural_urban.png └── fertility_posterior_means_rural_urban.png ├── init_notebook.py ├── statistical-rethinking-2023.mplstyle ├── statistical-rethinking-2023.yml └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dustinstansbury/statistical-rethinking-2023/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dustinstansbury/statistical-rethinking-2023/HEAD/LICENSE -------------------------------------------------------------------------------- /Lecture 02 - The Garden of 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