Resampling to understand gender in art history textbooks 

Great work! A really good tool for illustrating the connection between the bootstrapped models' coefficient estimates and the original model's standard error terms.

This is awesome thanks so much for sharing

I didn't know about augment(). For sure I'm going to use it. Thanks!

Thanks for sharing

Thank you so much for sharing this awesome work!

that was awesome ..,

Thank you!!!

Julia you're amazing! what a superb, thorough, and clear explanation of the process. I'm sure this will be of great insight for many getting familiar with the versatility of resampling. Have you made any step-through examples using Random Forest to assess variable relationships? I've discussed with my peers the utility of applying RF when working with multiple variables before running a model, although a process that violates the use of a priori hypothesis but that sheds light when looking for unsuspected relationships or patterns.

Hello one question. Unfortunately I am still learning English, and these types of R videos interest me a lot. I can subtitle the video in English or Spanish (I use openai's whisper model to extract the subtitles), so, if I send you the srt or vtt file, could you add it to the video to be able to read the subtitles in Spanish and/or English?

This was fun!...I can't help but notice that you used the log10 transform for the output variable in your resampling models. When would you recommend we do that? I guess I learned the wrong lesson in the past--somehow I internalized the idea that transforming the output usually isnt required unless we're doing statistical tests.

Hi Julia, thank you for the wonderful tutorial. Can I ask if it is possible to do a "model sensitivity analysis" in "tidymodels"? Generally, sensitivity analysis assesses how “sensitive” the model is to fluctuations in the parameters and data on which it is built.

Love your videos Julia! I have a question which is a little more general and maybe its not related so much about this video. If we want to explore the effect of a numeric or categorical variable on a binary categorical outcome then what we should think of first to do ? Thank you again for your great work !

Hi Julia, is it possible to define and tune a long short-term memory (LSTM) model in "tidymodels"? I searched on the "tidymodels" website but did not find a proper solution. Thank you.