Man pages for pasudyan/ConstrMixMod
MCMC methods for flexible mixture modeling on constrained spaces
| countRejs | Counting the rejections |
| dtmvnormImportSampling | Truncated univariate Gaussian density |
| dtmvnormMvImportSampling | Truncated Multivariate Gaussian density |
| editLogProb | Edit log probability |
| editPredProb | Edit underflow of predictive probability |
| editProb | Edit probability |
| genMog | Mixture of Gaussians |
| gibbSampling | Gibbs sampling algorithm |
| giveInd | Index of rejections |
| importanceSampling | Important Sampling function |
| importSamplingNorm | Normalized Important Sampling function |
| imputeGauss | Imputation of rejected samples |
| imputeRejections | Imputation of rejected samples |
| indLastAcc | Index of last acceptance |
| infConstrMixMod | Main function for inference |
| mcInter | Monte Carlo integration function |
| mvImportanceSampling | Important Sampling for Multivariate variables |
| nig | Normal-Inverse-Gamma function |
| nigPost | Normal-Inverse-Gamma posterior density function |
| niw | Normal-Inverse-Wishart function |
| niwPost | Normal-Inverse-Wishart posterior density function |
| normCDF | Cumulative distribution function |
| postPredDist | Posterior predictive for univariate data |
| postPredDistMv | Posterior predictive for multivariate data |
| postPredMotg | Posterior predictive for univariate MoTG |
| postPredMotgMv | Posterior predictive for multivariate MoTG |
| postPredTmog | Posterior predictive for univariate TMoG |
| postPredTmogMv | Posterior predictive for multivariate TMoG |
| probNorm | Normalize probabilities |
| rejSummary | Rejection summary |
| updateClustAssignMotg | Update assignment for univariate MoTG model |
| updateClustAssignTmog | Update assignment for univariate TMoG model |
| updateParamsComponent | Update components parameter |
| updateParamsTmog | Update parameters for TMoG model |
| updateWeights | Update components weight |
