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bernardodionisi / differences

difference-in-differences in Python
https://bernardodionisi.github.io/differences/latest/
GNU General Public License v3.0
89 stars 18 forks source link

🌟Appreciation🌟 #17

Open pietrolesci opened 1 month ago

pietrolesci commented 1 month ago

Hi there,

This is a brief message of appreciation to @bernardodionisi and contributors for developing this library.

We use (and cite) this software in our latest paper on memorisation in large language models (https://arxiv.org/pdf/2406.04327). In the paper, we use the method proposed by Callaway and Sant'Anna (2021) to estimate memorisation in language models, which implies running their method on a big panel. We tried other implementations (mainly in R); however, differences was the only one able to scale out-of-the-box to our panel size (even using the bootstrapped standard errors option).

Overall, this library has made my work so much easier, and I hope it will continue improving in the future!

Best, Pietro

bernardodionisi commented 1 month ago

Ciao Pietro,

Thanks a lot for the kind words, they made my day!

The plan is to continue improving the package when time allows. Feel free to drop suggestions at any time.