dAllIndicators

A "CatDP", "CatHDP", "CatHDP2", "DP", "HDP", or a "HDP2" object used to select a method.

further arguments passed to or from other methods.

This is a generic function that will get the probabilities of all possible values of the hidden indicator variables. i.e. for the model structure: 
 $$theta|gamma_1 \sim H1(gamma_1)$$
 $$z|gamma_2 \sim H2(gamma_2)$$
 $$x|theta,z \sim F(theta_z)$$
get p(z|x,gamma_2,gamma_1) for all possible values of z. Where H2 is either CatDP, CatHDP, CatHDP2, DP, HDP, or HDP2.

A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of tools for common analytical tasks. Structures include linear Gaussian systems, Gaussian and Normal-Inverse-Wishart conjugate structure, Gaussian and Normal-Inverse-Gamma conjugate structure, Categorical and Dirichlet conjugate structure, Dirichlet Process on positive integers, Dirichlet Process in general, Hierarchical Dirichlet Process ... Tasks include updating posteriors, sampling from posteriors, calculating marginal likelihood, calculating posterior predictive densities, sampling from posterior predictive distributions, calculating "Maximum A Posteriori" (MAP) estimates ... See <https://chenhaotian.github.io/Bayesian-Bricks/> to get started.

Haotian Chen

dAllIndicators: Get the probabilities of all possible values of the hidden indicator variables from the DP family objects.

Description

Usage

Arguments

Value