Definition

Given some a statistical model: $$p_{Y|\theta}(Y|\theta)$$where $Y$ is the observation (or data we have access to) and $\theta$ is the parameter of interest (the thing we want to learn about that’s unknown). We define the prior as the pmf $$p_{\theta}(\theta)$$for the parameter of interest before taking evidence into account.