Andrew Heiss 9/26/2022

Visualizing the differences between Bayesian posterior predictions, linear predictions, and the expectation of posterior predictions

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This technical article provides a detailed guide and visualization of the differences between posterior_predict(), posterior_epred(), and posterior_linpred() in Bayesian modeling using the brms and Stan ecosystem. It includes downloadable cheat sheets and is based on readings from 'Statistical Rethinking' and 'Bayes Rules!'.

Visualizing the differences between Bayesian posterior predictions, linear predictions, and the expectation of posterior predictions

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