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README.md

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Here I have put together my lecture notes from the Statistical Rethinking book (second edition) by Professor Richard McElreath, which can be found [here](https://xcelab.net/rm/statistical-rethinking/). The note files are split by chapters of the book. However, the note headings follow the lectures from Winter 2019 that are presented here on [YouTube](https://www.youtube.com/channel/UCNJK6_DZvcMqNSzQdEkzvzA), and there are some slight divergences between the lectures and the chapters of the book - particularly later on.
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Due to the computation involved in running the Markov chains for GLM and mixed effects models, the notes are split between 3 `R markdown` files:
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Due to the computation involved in running the Markov chains for GLM and mixed effects models, the notes are split between 4 `R markdown` files:
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1. Chapters 1-8 - `Statistical_Rethinking_1_8.Rmd`
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2. Chapters 9-12 - `Statistical_Rethinking_9_12.Rmd`
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3. Chapters 13 & 14 - `Statistical_Rethinking_13_14.Rmd`
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4. Phylogenetic regression - `Phylogenetic_regression.Rmd`
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These markdown files are also accompanied by their resultant html files - again to save on computation.
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library(rstan) # Follow the instructions at https://mc-stan.org/users/interfaces/rstan for installation
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library(rethinking)
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library(dagitty)
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require(MASS)
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require(ellipse)
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require(ape)
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```
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### Happy Bayesian-ing :)

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