Vincent Arel-Bundock (@VincentAB) / X

Vincent Arel-Bundock

1,850 posts

Vincent Arel-Bundock

@VincentAB

Prof in Montréal. Most tweets about R: marginaleffects, modelsummary, tinytable, countrycode, altdoc. @[email protected] vincentab.bsky.social

Montréal

Joined April 2012

Pinned
Vincent Arel-Bundock
@VincentAB
Sep 17, 2025
Whoa—my book is up for pre-order! Model to meaning: How to interpret Statistical & ML Models in #RStats and #PyData The book presents an ultra-simple and powerful workflow to make sense of ± any model you fit Note: The web version stays free forever. tinyurl.com/4fk56fc8
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Vincent Arel-Bundock
@VincentAB
Feb 1, 2023
𝚖𝚊𝚛𝚐𝚒𝚗𝚊𝚕𝚎𝚏𝚏𝚎𝚌𝚝𝚜 0.9.0 is a BIG📦release! Simple yet powerful tools to help you interpret the results of over 70 classes of models in #RStats (LM, GLM, GAM, discrete choice, mixed-effects, bayesian, etc.) 🧵 on some cool new stuff. vincentarelbundock.github.io/marginaleffect…
245K
Vincent Arel-Bundock
@VincentAB
Jan 13, 2024
🚨 I'm excited to release the 𝚝𝚒𝚗𝚢𝚝𝚊𝚋𝚕𝚎 📦 for #RStats ! Convert R dataframes to beautiful tables in HTML, LaTeX, PDF, Quarto, Markdown, etc. Easy to learn; minimalist interface; concise syntax; ultra-customizable tables; and zero dependency. 🧵 vincentarelbundock.github.io/tinytable/
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Vincent Arel-Bundock
@VincentAB
Jun 6, 2023
The {marginaleffects} 📦 book is now online! 25 chapters on post-estimation analyses and interpretation with #Rstats. The 📖 is full of tutorials, case studies, tips, and technical notes. Please check it out and let us know how we can improve this resource vincentarelbundock.github.io/marginaleffect…
124K
Vincent Arel-Bundock
@VincentAB
Mar 31, 2024
🚨 modelsummary 2.0.0 📦 for #RStats is out now! Draw beautiful and customizable tables for your descriptive statistics, regression models, correlations, balance, etc. Save your tables to HTML, Word, LaTeX, PNG, Typst, and more. Short 🧵 for v2 modelsummary.com
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Vincent Arel-Bundock
@VincentAB
Jun 25, 2024
It's official. I'm writing the #marginaleffects book! The provisional title is “Model to Meaning: How to Interpret and Communicate Statistical Results in R and Python” Please reply with better titles, artwork ideas, content suggestions... What do you want to read? #Rstats
37K
Vincent Arel-Bundock
@VincentAB
Feb 8, 2023
The Rdatasets website now hosts over 2000 datasets in CSV format. All data are free and documented. Perfect for teaching or if you're just looking for some data to play with. vincentarelbundock.github.io/Rdatasets/inde… #RStats #StatsTwitter #EpiTwitter #EconTwitter #PolisciTwitter
92K
Vincent Arel-Bundock
@VincentAB
Dec 1, 2024
Our JSS article is out! And now I get to focus on {marginaleffects} 1.0.0. Stay tuned. jstatsoft.org/article/view/v…
45K
Vincent Arel-Bundock
@VincentAB
May 31, 2024
Check out the marginaleffects.com website re-design. 30 free chapters of tutorials and case studies on how to interpret your statistical models in R and Python. Now with cute illustrations!
59K
Vincent Arel-Bundock
@VincentAB
Aug 27, 2024
{marginaleffects} for #RStats recently won the 2023-24 Statistical Software Award from the Society for Political Methodology. It's a massive honor, because I have used and benefited a ton from software by literally all past winners. A feelings 🧵 1/5
polmeth.org
The Statistical Software Award
33K
Vincent Arel-Bundock
@VincentAB
Apr 26, 2023
{modelsummary} is your 1-stop shop for regression tables, coef plots, corr tables, and descriptive statistics in #RStats. Version 1.4.0 includes a few new features, including a persistent way to switch between gt, kableExtra, flextable, DT... vincentarelbundock.github.io/modelsummary/
62K
Vincent Arel-Bundock
@VincentAB
Aug 25, 2024
{tinytable} 0.4.0 for #RStats is out! 🚀 This 📦 converts dataframes to html, tex, docx, typ, or md tables. Super simple, ultra flexible, 0-dependency, and the website hosts a billion tutorials: vincentarelbundock.github.io/tinytable/ 0.4.0 is a big release. Please install and try it out!
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Vincent Arel-Bundock
@VincentAB
Jan 22, 2024
{tinytable} is now available on CRAN! It's a dead simple and 0-dep📦to create beautiful tables in R. Check out the GIF below for a peek at the new "tiny plots" feature. In addition to TeX, PDF, MD, and HTML, we now support Word and PNG. Tutorials here: vincentarelbundock.github.io/tinytable/
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Vincent Arel-Bundock
@VincentAB
Aug 2, 2024
New #Rstats tutorial: How to Interpret Interactions, Polynomials, and Splines with {marginaleffects} I'd love to get feeback on this one. It's the first draft of what could become one of the "recipe" chapters in the book. marginaleffects.com/vignettes/inte…
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