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Posts

The posts are more text-heavy and the notebooks are more focused on code.

Writing

A mix of Julia, R and rheumatology.

Animating our solar system
juliamakie
Persistent data storage in Shiny apps
rshiny
Animations in Makie v0.24
juliamakie
A small rheumatology glossary
rheumatologyepidemiology
Animating plots in Julia
juliamakie

Notebooks

Richard McElreath's statistical rethinking online lectures in Julia:

Lecture 2: The Garden of Forking Paths Learn to simulate data and think Bayesian
juliaturing
Lecture 3: Geocentric Models Practice the Bayesian workflow
juliaturing
Lecture 4: Categories and Curves Work with categorical predictors
juliaturing
Lecture 5: Elemental Confounds Learn about confounding
juliaturing
Lecture 6: Good and Bad Controls Avoid biased estimates with do calculus
juliaturing


Some Turing.jl models:

Linear regression Get started using Turing.jl
juliaturing
Meta Analysis The Bayesian perspective on meta analysis
juliaturing
Hidden Markov Models A showcase of Julia's extensibility
juliaturing