fabMix5.1 package

Gibbs sampling for $z$

Complete log-likelihood function for xCx models.

Complete log-likelihood function for xUx models and $q=0$

Complete log-likelihood function for xCx models and $q=0$

Complete log-likelihood function for xUx models.

Computation and simulations

Computation and simulations for CCU

Computation and simulations for CUU

Computation and simulations for $q = 0$.

Computation and simulations for $q = 0$.

Computation and simulations

Compute sufficient statistics

Compute sufficient statistics given mu

Compute sufficient statistics for $q = 0$

Compute quantiles for the correlation matrix.

Compute quantiles for the covariance matrix.

Apply label switching algorithms

tools:::Rd_package_title("fabMix")

Main function

Function to estimate the CUC and CCC models

Function to estimate the CCU and CUU models

Function to estimate the UUU or UCU models in case of missing values

Function for model-level parallelization

Function to estimate the UUC and UCC models

Function to estimate the UUU and UCU model

Compute information criteria

Log-density function of the Dirichlet distribution

Simulate from the Dirichlet distribution

Log-likelihood of the mixture model

Log-likelihood of the mixture model for $q=0$ and same variance of err...

Log-likelihood of the mixture model

Log-likelihood of the mixture model for $q=0$

MCMC sampler for $q=0$

MCMC sampler for $q=0$ and same error variance parameterization

Basic MCMC sampler for the UCU model

Basic MCMC sampler for the CCC model

Basic MCMC sampler for the CCU model

Basic MCMC sampler for the CUC model

Basic MCMC sampler for the CUU model

Basic MCMC sampler for the case of missing data

Basic MCMC sampler for the UUU model

Basic MCMC sampler for the case of missing data and different error va...

Basic MCMC sampler for the UCC model

Basic MCMC sampler for the UUC model

Plot function

Print function

Read Lambda values.

Synthetic data generator

Synthetic data generator 2

Summary method

Gibbs sampling for $y$ in xCx model

Gibbs sampling for $y$ in xUx model

Gibbs sampling for $\Omega^{-1}$

Gibbs sampling for $\Omega^{-1}$ for Cxx model

Gibbs sampling for $\Sigma^{-1}$

Gibbs sampling for $\Sigma^{-1}$ per component for $q=0$

Gibbs sampling for $\Sigma^{-1}$ per component for $q=0$

Gibbs sampling for $\Sigma^{-1}$ per component

Gibbs sampling for $\Sigma^{-1}$ for xCC models

Gibbs sampling for $\Sigma^{-1}$ per component for xUC models

Gibbs sampling for $z$

Gibbs sampling for $z$ for $q=0$

Gibbs sampling for $z$ for $q=0$

Collapsed Gibbs for $z$ using matrix inversion lemma

Collapsed Gibbs for $z$ using matrix inversion lemma

Collapsed Gibbs for $z$

Collapsed Gibbs for $z$