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Vincent Arel-Bundock

@vincentab@fosstodon.org
mastodon 4.7.3
  • Open on fosstodon.org

Prof. Most tweets about R packages: marginaleffects, modelsummary, countrycode, WDI. Some tweets about political economy.

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9 Posts
Joined October 27, 2022
Open post
Vincent Arel-Bundock @vincentab@fosstodon.org
· 12mo ago

Whoa—my book is up for pre-order!

𝐌𝐨𝐝𝐞𝐥 𝐭𝐨 𝐌𝐞𝐚𝐧𝐢𝐧𝐠: 𝐇𝐨𝐰 𝐭𝐨 𝐈𝐧𝐭𝐞𝐫𝐩𝐫𝐞𝐭 𝐒𝐭𝐚𝐭 & 𝐌𝐋 𝐌𝐨𝐝𝐞𝐥𝐬 𝐢𝐧 #Rstats 𝐚𝐧𝐝 #PyData

The book presents an ultra-simple and powerful workflow to make sense of ± any model you fit

The web version will stay free forever and my proceeds go to charity.

https://tinyurl.com/4fk56fc8

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Open post
Vincent Arel-Bundock @vincentab@fosstodon.org
· 14mo ago

Today, I created a massive 1000 page-long table.

It only took FIVE SECONDS to render the PDF using the tinytable 📦 for #Rstats,
@quarto_pub@beta.birdsite.live @typst@mastodon.social !

v0.11.0 of tinytable speeds up Typst support, and brings feature parity with HTML and LaTeX

Docs: vincentarelbundock.github.io/tinytable/

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Vincent Arel-Bundock @vincentab@fosstodon.org
· 5mo ago

Do you know a good framework to document data analysis choices? Ex: dropping obs, recoding a var, tuning pars, model + test statistics, etc. Ideally human-readable so people don't have to read my entire codebase. Low-maintenance+ machine-readable for bonus points! #RStats #PyData

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Vincent Arel-Bundock @vincentab@fosstodon.org
· 18mo ago

📚😅🎉

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

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Vincent Arel-Bundock @vincentab@fosstodon.org
· 20mo ago

{tinytable} 0.7.0 for #RStats is out! 🚀

This 📦 converts data frames to html, tex, docx, typ, or md tables. Super simple, ultra flexible, 0-dep, and the website hosts a billion tutorials.

vincentarelbundock.github.io/tinytable/

0.7.0 fixes bugs and adds some cool features. Please update!

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Vincent Arel-Bundock @vincentab@fosstodon.org
· 5mo ago
Replying to
@climbertobby@chaos.social Thanks, that's very useful!
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Vincent Arel-Bundock @vincentab@fosstodon.org
· 5mo ago
Replying to
@drmorrisj@mastodon.social Thanks for asking! I'm basically trying to find out if there are existing solutions or if I have to come up with my own custom system. I basically want something like an Architecture Decision Record for data analysis, perhaps with some machine-readable summaries. Not sure if something like that already exists. 🤷‍♂️ https://learn.microsoft.com/en-us/azure/well-architected/architect-role/architecture-decision-record
learn.microsoft.com
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Open post
Vincent Arel-Bundock @vincentab@fosstodon.org
· 16mo ago

I just published a new #Rstats notebook to celebrate the release of {marginaleffects} 📦 0.26.0:

Survival Analysis in R

Please send me feedback, and don't forget to update the pkg for important bug fixes.

Thanks to Robin Denz for his amazing work on this!

https://marginaleffects.com/bonus/survival.html

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Vincent Arel-Bundock @vincentab@fosstodon.org
· 5mo ago
Replying to
@HansVL@mstdn.social Oh, yes, I had forgotten about that. I'm not a heavy targets user (old school Makefile here), but this is definitely a path to investigate.
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