Bayesian Dictionary

This is a dictionary of terms used in Bayesian statistics.


maximum a posteriori estimate
parameter value with the highest posterior probability.
loss function
function which specifies costs of point estimates.


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