Probability distributions

The log-t distribution models the uncertainty about positive-valued quantities that follow a log-normal distribution with unknown mean and standard deviation.

The Normal-gamma distribution serves as conjugate prior for a Normal distribution with unknown mean and standard deviation. As parameters for the prior, the prior mean and variance can be used, along with the number of associated (pseudo-)observations.