A guide to using Bayesian beta and zero-inflated beta regression models in R to correctly analyze proportion data.
A technical tutorial on using R and the rvest package to scrape data from multiple web pages, including handling pagination.
A guide and flow chart for using the pull request helper functions (pr_*) in the usethis R package to streamline Git/GitHub workflows.
A statistical analysis of variance estimation for generalized linear models with crossed clustering, using old R code and sandwich estimators.
Explains the three rules of do-calculus in plain language and manually derives the backdoor adjustment formula for causal inference.
A technical guide on creating GitHub issues from reproducible examples (reprex) using shortcuts for R programming.
A data visualization project mapping the world's countries by the first letter of their names using R and ggplot2, presented as small multiples.
A tutorial on using R to diagnose biases in two-way fixed effects (TWFE) regression models when treatment timing varies, based on Pamela Jakiela's paper.
A tutorial using Euler/Venn diagrams to visualize and explain the R² statistic and variance in regression models.
A critique of publishing code as images in academic papers, highlighting errors and reproducibility issues in statistical computing examples.
Announces updates to the R survey package, including a major rewrite of svyquantile, performance improvements, and new features.
An R developer announces the revival of their blog to share technical knowledge and experiences from working on R Markdown and open source at RStudio.
A personal blog by an RStudio software engineer sharing findings, tips, and experiences with the R programming language and its ecosystem.
A technical analysis comparing traditional maps to hexmap visualizations for New Zealand housing affordability data using R and ggplot2.
A retrospective on the TidyTuesday data visualization project's three-year anniversary, highlighting community growth and the importance of accessibility in data viz.
A tutorial on creating interactive inline color preview boxes in R using htmltools and custom CSS.
A guide to creating and testing a custom R function for aligning first-row text in gt tables, including testthat integration.
A technical tutorial on using R and geospatial analysis to find areas with similar topography to a query region, focusing on spatial pattern matching.
Analyzes performance tradeoffs between SQL joins and CASE WHEN statements in R for data cleaning, focusing on speed and memory usage.
An introduction to pattern-based spatial analysis in R using the 'motif' package for analyzing categorical raster data like land cover maps.
