Video Introduction to Bayesian Data Analysis, Part 1: What is Bayes?

╰+哭是因爲堅強的太久メ 2022-06-16 12:56 146阅读 0赞

This is video one of a three part introduction to Bayesian data analysis aimed at you who isn’t necessarily that well-versed in probability theory but that do know a little bit of programming. I gave a version of this tutorial at the UseR 2015 conference, but I didn’t get around doing a screencast of it. Until now, that is! I should warn you that this tutorial is quite handwavey (but it’s also pretty short), and if you want a more rigorous video tutorial I can really recommend [Richard McElreath’s YouTube lectures][Richard McElreath_s YouTube lectures].

This first video covers the what? of Bayesian data analysis with part two and three covering the why? and the how?. I expect to be able to record part two and three over the next couple of weeks but, for now, here is part one:

The tutorial mentions an exercise which can be found [here for R][] and [here for python][]. Finally, as the tutorial is fish themed, here are some Bayescurious fish by the master Hokusai.

![hokusai_fish2.jpeg][]

[Richard McElreath_s YouTube lectures]: https://www.youtube.com/watch?v=WFv2vS8ESkk
[here for R]: http://www.sumsar.net/files/posts/2017-bayesian-tutorial-exercises/modeling_exercise1.html
[here for python]: https://github.com/rasmusab/bayesianprobabilitiesworkshop/blob/master/Exercise%201.ipynb
[hokusai_fish2.jpeg]: /images/20220616/8f9f2ad72fc3421ba53fd4deec3af1d6.png

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