Expresses the common characteristics of a two-level distribution in which the higher level distribution describes a prior distribution of parameters for the lower level distribution.
Implements a beta-binomial pair of conjugate distributions.
Sample from a beta distribution.
Generate a reference distribution for testing.
Represents a distribution that knows it's own mean.
Multi-armed bandit problem where each reward is normally distributed with a gamma prior.
Samples from a Gamma-Normal distribution.
Returns a normal distribution whose mean is uniformly distributed on [0,1) and whose sd is as specified.
Copyright © 2013. All Rights Reserved.