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Bayesian Inference Testing

Gives a probabilistic interpretation of the hypothesis and uses prior information (so domain knowledge can be useful here) not just the sample data.

Credible interval

  • Bayesian approach is that given the observed data about a parameter, we can assume a prior distribution for it and as we observe more data fit a posteri distribution where it is 95% of the prior