Use a point estimate, such as the Maximum A Posteriori (MAP) estimate, which provides a single value for each parameter while sacrificing some information about the uncertainty.
Use a point estimate, such as the Maximum A Posteriori (MAP) estimate, which provides a single value for each parameter while sacrificing some information about the uncertainty.