Module: meridian.model.prior_distribution

This file contains an object to store prior distributions.

The PriorDistribution object contains distributions for various parameters used by the Meridian model object.

Classes

class IndependentMultivariateDistribution: Container for a joint distribution created from independent distributions.

class PriorDistribution: Contains prior distributions for each model parameter.

Functions

distributions_are_equal(...): Determine if two distributions are equal.

lognormal_dist_from_mean_std(...): Define a lognormal distribution from its mean and standard deviation.

lognormal_dist_from_range(...): Define a LogNormal distribution from a specified range.