Bayesian statistics, by contrast, provide conditional probabilities of parameter values — the plausibility of different parameter values — given the data.

References Guidance for Industry and FDA Staff: Guidance for the Use of Bayesian Statistics in Medical Device Clinical Trials, FDA, Feb. 5, 2010. Boone, K., “ Bayesian Statistics for Dummies ...

Articulate the primary interpretations of probability theory and the role these interpretations play in Bayesian inference Use Bayesian inference to solve real-world statistics and data science ...

This has always been my big problem with Bayesian statistics and Gelman makes it very clear in this post. Bayesiansim requires you to start with “prior beliefs” as part of the methodology.