HierarchicalBetaCreate: Create a Mixing Object for a hierarchical Beta Dirichlet...

In dirichletprocess: Build Dirichlet Process Objects for Bayesian Modelling

Create a Mixing Object for a hierarchical Beta Dirichlet process object.

Description

Create a Mixing Object for a hierarchical Beta Dirichlet process object.

Usage

HierarchicalBetaCreate(
  n,
  priorParameters,
  hyperPriorParameters,
  alphaPrior,
  maxT,
  gammaPrior,
  mhStepSize,
  num_sticks
)

Arguments

n	Number of data sets
priorParameters	The prior parameters for the top level base distribution.
hyperPriorParameters	Hyper prior parameters for the top level base distribution.
alphaPrior	Individual level concentration parameter priors.
maxT	Bounding value of the data.
gammaPrior	Concentration parameter for the top level priors.
mhStepSize	Metropolis Hastings step size for the posterior drawing.
num_sticks	Number of stick breaking values to use.

Value

A mixing distribution object.

dirichletprocess documentation built on Aug. 25, 2023, 5:19 p.m.