Talking Data Equity with Heather Krause

[Heather]

Hi All! You can find many different guides, examples, etc on Bayesian analysis over in our “Resources” section of this forum. Here are a few links:

Statistical Rethinking: A Bayesian Course with Examples in R and Stan

This is one of the best resources I’ve seen in terms of learning to understand Bayesian analysis as well as to use it in practice in your data projects. Accompanied by texts, code, and examples here. With more examples in different programs here.

Weight of Evidence: Participatory Methods and Bayesian Updating to Contextualize Evidence Synthesis in Stakeholders’ Knowledge

Very helpful practical example of how to collect, include, analyze and interpret lived experience into quantitative evidence.

Example comparing frequentist and Bayesian approach to same question/data

Before/after Bayes: A comparison of frequentist and Bayesian mixed-effects models in applied psychological research. These case studies are intended to ‘illustrate by example’ the ways that Bayesian modelling differs from frequentist modelling and the differing conclusions that one may arrive at using the two methods. If you have trouble accessing this resource, just let me know and we’ll help you out.

Get Started with Bayesian Analysis

Here’s a good place to get started using Bayesian Analysis with R