Description

A set of Python objects for managing, simulating, and analysing collections of scipy.stats distribution objects. They are designed to streamline the following series of common tasks: Combine independent distribution functions into a joint distribution; Sample from the joint distribution; Construct relationships between abstract model parameters and the parameters of the distribution functions; Find maximum likelihood estimators for these parameters (for many samples/trials, in parallel); Construct test statistics;