Timothy ShortellIn the spring I'm teaching a categorical data analysis with Python course. If you have favorite readings or knowledge sites on this topic, please suggest! I'm trying to avoid using a textbook. I have a lot of things that work, I think, for beginning grad students, but am always looking for more. #Python #DataAnalytics #PublicHigherEd #Sociology #SocialPsych
Aaron Brick — אהרן בריק@brooklynsoc I teach an advanced undergraduate Python course and one of my favorite resources is the local government data portal so the students can work on query problems like which public art is installed on campus, or which city streets have the most intersections. Toy problems, but they are about the real world we live in.
Mario Angst@brooklynsoc
I am a brms superfan and brms includes a "categorical" family, but in terms of reading materials, I really like Paul Bürkners article on ordinal regression models: https://journals.sagepub.com/doi/10.1177/2515245918823199 (if ordinal models are within the scope your categorical category ;)).
Andrew Heiss' stuff is always a delight as well: https://www.andrewheiss.com/blog/2023/05/15/fancy-bayes-diffs-props/
I am a brms superfan and brms includes a "categorical" family, but in terms of reading materials, I really like Paul Bürkners article on ordinal regression models: https://journals.sagepub.com/doi/10.1177/2515245918823199 (if ordinal models are within the scope your categorical category ;)).
Andrew Heiss' stuff is always a delight as well: https://www.andrewheiss.com/blog/2023/05/15/fancy-bayes-diffs-props/