A short tutorial on how to create gt cross-tables in one line of code using the #Rstats package ivo.table:
mansthulin.se/posts/ivotab...

This seems like an awfully high RAM usage for a new #Rstats session in RStudio. 🤔 Anyone seen this before?

The new release of RStudio prints errors, warnings and messages in different colours. That's a great improvement! I teach introductory #Rstats a lot, and students *always* think messages are errors. Hopefully this will help.

Base R can do what filter(), select(), and mutate() do — no tidyverse needed.
Check out some side-by-side examples in my latest blog post:
🧑‍💻 mansthulin.se/posts/baseti...

#Rstats

Interpreting residual plots can be tricky - how strong must patterns be to indicate model assumption violations? The latest #Rstats 📦 nullabor update makes this easier with lineup plots! 🔍

📈 Learn more: mansthulin.se/posts/nullab...

I played around a bit with the tidyplots #Rstats 📦, using it to visualise my 2024 reading habits. I quite liked it! Definitely makes creating certain types of plots easier. Give it a go if you haven't already.
Blog post: mansthulin.se/posts/tidyre...

Has anyone exported path diagrams from #Rstats factor analysis models to Mermaid? I played around with this a little today but wasn't too pleased with the results:
mansthulin.se/posts/mermai...

#statsky #Quarto

A new version of #Rstats 📦 {ivo.table} is now on CRAN! Use it to create publication-ready frequency tables in a single line of code:
data |> select(variable1, variable2, variable3) |> ivo_table()

📖 Check out the short tutorial at mansthulin.se/posts/ivotab...

When your #Rstats package quite literally has reverse dependencies

New version of #Rstats 📦 {boot.pval} on CRAN:
🧮 Compute bootstrap p-values for regression coefficients with a single line of code.
🚫 Now works also when there's missing data (unlike car::Boot).
📊 Improved presentation of low p-values.

Have a look at the vignette: cran.r-project.org/web/packages...

Looking for a book that covers both statistics and R programming? Check out my book Modern Statistics with R! Coding, visualisation, regression, ML & more.

📖 Read it for free: www.modernstatisticswithr.com
📚 Get printed copies: tinyurl.com/mswrbook

#Rstats #statistics #datascience #machinelearning