R-bloggers

With Christmas tomorrow we have decided to create an animated Christmas Tree using {ggplot2}, {sf} and {gganimate}. First we need a tree. To do this we have used an {sf} polygon where we pass in the coordinates of the Christmas tree as a list matrix to st_polygon. We can ...

Introduction If you are an R/RStudio user and you are learning C/C++ then this blog post may be interesting. Suppose that you’ve written a function in C/C++ (or even a whole program). You know how to run your code from the command line, passing in argu...

If you are an R/RStudio user and you are learning C/C++ then this blog post may be interesting. Suppose that you've written a function in C/C++ (or even a whole program). You know how to run your code from the command line, passing in arguments and so ...

Introduction Data transformation is a fundamental technique in statistical analysis and data preprocessing. When working with R, understanding how to properly transform data can help meet statistical assumptions, normalize distributions, and im...

The aim of this post is to teach myself basic Bayesian methods. I’ll set up a toy example problem and solve it. Let’s assume we have a natural event that happens with a variable periodicity e.g. a woman’s menstrual cycle. I’m drawing from t...

With multiple reports of influenza H5N1 cases that have no clear animal exposure, it is useful to consider what kinds of analysis would be required, and how easily this could be performed. As a starting point, this post reflects on some of the r...

Introduction Have you ever wanted to be able to quickly open a Data Science app, say RStudio Desktop or Positron in the current Finder window at the click of a button? We’ll see how to achieve this by creating Automator apps. Here’s a screenshot of...

A skeet floated across my Bluesky feed that looked at the cross-sectional relationship between incidence of depression in 2020 and voting for Trump in the 2024 Presidential election. The data in the skeet and immediate blog post was at state level, but...

Fascination with “Warping” … The “fish-eye” lens has always fascinated me. It was my gateway into photography—its quirky, distorted charm never failed to add whimsy to my shots. Some of my favourite memories are capturing our furry friends🐶🐽🐄. ...

We’ve released the newest version of NIMBLE on CRAN and on our website. NIMBLE is a system for building and sharing analysis methods for statistical models, especially for hierarchical models and computationally-intensive methods (such as MCMC, Laplace approximation, and SMC). Version 1.3.0 provides some new and improved functionality, plus some ...

Seigaiha 青海波 🌊 The Seigaiha (青海波) motif, literally translated as “blue ocean waves” is a classic Japanese pattern used in textiles, ceramics, kimono and art. It features stylized waves created with concentric circles forming arches. I just learned that it symbolizes surges of good luck - delightful and thought great start to have ...

I found Polars syntax is quite similar to dplyr. And the way that we can chain the functions makes it even more familiar! It was fun learning the nuances, now it’s time to put them into practice! Wish me luck! 🍀 Motivation In preparation for using more Python in 2025 and ...