In the first live-streaming / live-coding session I demonstrated how to make Quantile Regression workflows using the software monad QRMon and some of the underlying software design principles. (Namely "monadic programming".)
QRMon
In the follow up live-coding session I discussed topics like outliers removal (data cleaning), anomaly detection, and structural breaks.
In the third live-coding session:
In the fourth live-coding session we discussed the following the topics.
ResourceFunction["QuantileRegression"]
In the final, fifth live-coding session different questions are going to be answered.
I did not save the notebook I made during the first live coding session, but I attached to this post a modified version of the notebook I used for a Meetup workshop 6-7 months ago. (See for more details the GitHub MathematicaVsR project "Quantile Regression Workflows".)
The notebook of the 2nd session is also attached. (I added a "References" section to it.)
Instead of the software monad QRMon used in the live-coding sessions the Wolfram Resource Function QuantileRegression can be used. The resource page has many example applications that are also discussed in the live-coding sessions.
QuantileRegression
YouTube playlist of lectures, so far
Just uploaded the notebook from the final, 5th live-coding session.
Thank you, Seth! WFR is a great way to introduce new, user derived functions in the way, say, CRAN does for R.
Great work, Anton. Having the ResourceFunction available should help a lot of people.
Just uploaded the notebook from the 4th live-coding session.
Just added/attached the notebook of the 3rd live-coding session.
Join for the 3rd session now: https://www.twitch.tv/wolfram
Just attached/uploaded the "live" notebook of the second session.
Great job Anton! Looking forward to your future live-streams (next one will be today Sep 13 at 1:30pm PT, Wolfram TwitchTV channel)