#statstab #350 Communicating causal effect heterogeneity
By @matti

Thoughts: Cool guide on properly communicating uncertainty in effects.

#bayesian #uncertainty #ggplot #r #brms #tidybayes #heterogeneity

https://vuorre.com/heterogeneity-uncertainty/

Communicating causal effect heterogeneity

#statstab #64 Using tidybayes with the posterior package by @mjskay

Thoughts: Going #bayesian means a lot of wrangling the posteriors to get the info you want. A crucial skills I'm still learning, but invaluable.

#bayes #rstats #tidybayes #brms

https://mjskay.github.io/tidybayes/articles/tidy-posterior.html

Using tidybayes with the posterior package

tidybayes

Unreasonably pleased with how this final image turned out #rstats #ggplot #tidybayes #bayesian

Ordered Beta regression models rule and everyone should try them out https://www.robertkubinec.com/post/limited_dvs/

What To Do (And Not to Do) with Modeling Proportions/Fractional Outcomes | Robert Kubinec

Interested in more social science on contemporary issues? Check out my just-released book with Cambridge University Press and use discount code KUBINEC23 to get 20% off. Introduction Limited dependent variables, or continuous variables with lower and upper bounds, are quite common in the social sciences but do not fit easily with existing statistical models.

Robert Kubinec

@andreashandel @mcmc_stan

I say we just claim it. And claim #MCMCStan. And #brms. And #tidybayes.

Pass the word along!