$ cd /home

Posts

The entries under Writing aim to be more narrative posts while those under Notebooks are more focused on code.

Writing

A mix of Julia, R and rheumatology.

Pushforward plots in FlexiChains.jl
juliabayes
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:

Rethinking 2026: Lecture A04 Solutions to the homework assignment.
juliabayes
Rethinking 2026: Lecture A05 Solutions to the homework assignment.
juliabayes
Rethinking 2026: Lecture B01 Solutions to the homework assignment.
juliabayes
Lecture 2: The Garden of Forking Paths Learn to simulate data and think Bayesian
juliabayes
Lecture 3: Geocentric Models Practice the Bayesian workflow
juliabayes
Lecture 4: Categories and Curves Work with categorical predictors
juliabayes
Lecture 5: Elemental Confounds Learn about confounding
juliabayes
Lecture 6: Good and Bad Controls Avoid biased estimates with do calculus
juliabayes


Some Turing.jl models:

Linear regression Get started using Turing.jl
juliabayes
Meta Analysis The Bayesian perspective on meta analysis
juliabayes
Hidden Markov Models A showcase of Julia's extensibility
juliabayes
Gaussian Processes A ground-up intro to GPs plus Turing examples
juliabayes