Bayesian Dictionary

This is a dictionary of terms used in Bayesian statistics.

Estimation

maximum a posteriori estimate

parameter value with the highest posterior probability.

loss function

function which specifies costs of point estimates.

Approximations

quadratic approximation

approximates posterior distribution as Gaussian. Finds the posterior peak and estimates the curvature. Inexpensive method of approximation.