Description Usage Arguments Value
Gibbs sampler for Dirichlet Process Mixture of Normals
1 2 |
X |
Vector of input data. |
nDraws |
Number of draws from the Gibbs sampler (exluding burn-in). |
burnIn |
Number of burn-in draws. |
maxClust |
Maximum number of mixture components. |
A |
Prior parameter. |
xi_sq |
Prior parameter. |
eta1 |
Prior parameter. |
eta2 |
Prior parameter. |
nu1 |
Prior parameter. |
nu2 |
Prior parameter. |
List of MCMC draws for mu (means of mixture components), sigma_sq (variances of mixture components), p (mixing probabilities), alpha, theta, and K (assignment of observations to clusters).
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