Dirichlet-Based Polya Tree
The disitribution function for realized distribution from D-P tree.
Calculating sub-partition probabiltiy measures for a realized distribu...
Calculating sub-partition probabiltiy measures for the posterior mean ...
D-P tree posterior updating from a single copula observation.
D-P tree posterior updating from multiple copula observations.
Generating the standard D-P Tree prior
The disitribution function for realized distribution from D-P tree.
Sampling a realized distribution from the D-P Tree.
Sample a copula observation from a realized distribution from D-P tree...
Contains functions to perform copula estimation by the non-parametric Bayesian method, Dirichlet-based Polya Tree. See Ning (2018) <doi:10.1080/00949655.2017.1421194>.