This is a great update! I really like how colour palettes are now part of themes and the ink and paper feature in themes.

{tinytable} 0.13.0 for #RStats can now draw interactive tables with sorting, filtering & pages! And the 📦 is still an ultra-simple, powerful, and 0-dep way to create beautiful tables in basically any format: tex, typ, docx, pdf, png, md, etc Gallery & Docs: vincentarelbundock.github.io/tinytable/

#rstats #statistics I've released my new open source book, "Powered by Linear Algebra: the role of matrices and vector space in data science," at matloff.github.io/WackyLinearA.... Turns the classic LA course on its head! Still proves the theorems, but with a deep emphasis on applications.

Wow ... I'd never come across this use of with(), which allows combining the pipe and computing a correlation coefficient. Thanks to @mansthulin.bsky.social for explaining this in his fantastic book www.modernstatisticswithr.com! #Rstats #code #neverknew

I really enjoyed attending and speaking at R/Medicine this year! I learned a lot. Huge thanks to the organisers! My talk "Bootstrap inference made easy" is now available online: www.youtube.com/watch?v=EeAt... #Rstats #Statsky

For the #rstats nerds: 405 is "Method not allowed". That is why R 4.0.5 was nicknamed "Shake and Throw", due to this piece of dubious pedagogy: www.gocomics.com/peanuts/1978...

#rstats base ?`$`

@tiddlydump.bsky.social perhaps I have shared this before. It's an unfinished project but has some #rstats gems imho cswr.nrhstat.org

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

The most common question I get when teaching ggplot2: "Can we change the background colour?" Yes, we can - and much more. Here's how to create your own ggplot2 themes: 🔗 mansthulin.se/posts/ggplot... #Rstats #datasky

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.

For the prompt of "Extraterrestrial" on Day29 of the #30DayChartChallenge, I decided to make a chart designed in the style of an extraterrestrial who has never heard of good data visualisation principles! 📊 How many chart crimes can you spot? 🕵️‍♂️ #DataViz #RStats #ggplot2 #Day29

Found in r/stopdoingscience #RStats

I created the {boot.pval} #Rstats 📦 aiming to make it easier to run bootstrap tests in R. Here's an example showing how you can use it to implement a correlation test using the bootstrap: mansthulin.se/posts/custom...

📚😅🎉 Yay!! I just submitted the complete manuscript of my upcoming book to the publisher! Learn to easily and clearly interpret (almost) any stats model w/ R or Python. Simple ideas, consistent workflow, powerful tools, detailed case studies. Read it for free @ marginaleffects.com #RStats #PyData

A bit of a treasure trove this!

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

Somewhere in Berlin, fitting in with the atmosphere, there is now a little R hexsticker graffiti #rstats #DAGStat_2025

Who has an academic website they’re proud of? I’m especially interested in websites by grad students, and in websites built with Quarto. I’ll be offering a local workshop on building a website with Quarto, and I’m keen to give my audience examples. #rstats

This seems pretty useful! Any recommendations for LLMs than run locally that I can use when I try it out? (I have a GeForce RTX 4080 GPU with 16 GB RAM and 9728 CUDA cores) #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've started collecting together some of my examples of data-driven art 📊 (with accompanying code) into a gallery 🎨 (Blog post coming soon about what I think data art is and why it's useful, alongside a tutorial-style example!) #RStats #Python #GenerativeArt #Rtistry #DataViz

Thanks for the kind words Martin! Anyone interested can find the open access book at modernstatisticswithr.com and/or get physical copies where books are sold (the second edition, published by Chapman & Hall last year, has a different cover than the first edition seen in the image).

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

I am looking for contributors for my conleyreg #Rstats package. I keep getting feature requests, but am not going to do anything beyond basic maintenance myself. This is a great opportunity for aspiring R package #developers. The following issue outlines some details: github.com/cdueben/conl...

Interesting new #rstats package out by @t-kalinowski.bsky.social on automatically transpiling R code into Fortran for a nice speed pick up. github.com/t-kalinowski... Reminds me of {armacmp} attempt by Dirk Schumacher allowing for R to be converted into C++ using Armadillo matrix library.

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...

Having played around with TabPFN a bit more, what impresses me the most is how fast it is compared to e.g. XGBoost. Still trying to figure out what its limitations are, but sure seems like a game changer for anyone doing supervised learning.

TabPFN, published two days ago in Nature, looks like it may be the new state-of-the-art for machine learning models. It's not available in #RStats yet, but I wrote a short tutorial about how you can run it using the reticulate package: mansthulin.se/tabpfn/

Adding this to my .Rprofile so that a stats quote is printed every time I start RStudio! #Rstats

Pipes and assignment: those of you that do result <- df |> f1() |> f2() |> f3() instead of (the clearly superior) df |> f1() |> f2() |> f3() -> result What's your rationale for this? It's always seemed to me that <- assignment breaks the logic of pipes, where data flows from left to right. #Rstats

Looking to grab a physical copy of my #Rstats book Modern Statistics with R? For the next week, it's 25% off and comes with free shipping! Get your copy directly from the publisher: www.routledge.com/Modern-Stati... #statsky

Wrote up a lil #rstats opinion post based on an interesting discussion on here about where aes() should go in a ggplot. kbodwin.github.io/paRticles/po... (Useful, or did I just want to title a post "Move your aes"? You decide.)

This is a great tip (for RStudio users!). Lets you navigate long scripts using the document outline (keyboard shortcut Ctrl+Shift+O). Once you start using it, you’ll wonder how you ever managed without it.

The #Rstats package boot.pval lets you compute bootstrap p-values for regression models with a single line of code. Works for linear models, GLMs, (G)LMMs, survival, and more. I'm currently working on some updates - suggestions for improvements are welcome! 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