| add_arcs | Add arcs to a Gaussian mixture graphical model |
| add_nodes | Add nodes to a Gaussian mixture graphical model |
| add_var | Add variables to a Gaussian mixture model |
| aggregation | Aggregate particles to obtain inferred values |
| AIC | Compute the Akaike Information Criterion (AIC) of a Gaussian... |
| BIC | Compute the Bayesian Information Criterion (BIC) of a... |
| conditional | Conditionalize a Gaussian mixture model |
| data_air | Beijing air quality dataset |
| data_body | NHANES body composition dataset |
| density | Compute densities of a Gaussian mixture model |
| ellipses | Display the mixture components of a Gaussian mixture model |
| em | Estimate the parameters of a Gaussian mixture model |
| expectation | Compute expectations of a Gaussian mixture model |
| filtering | Perform filtering inference in a Gaussian mixture dynamic... |
| gmbn | Create a Gaussian mixture Bayesian network |
| gmbn_body | Gaussian mixture Bayesian network learned from the NHANES... |
| gmdbn | Create a Gaussian mixture dynamic Bayesian network |
| gmdbn_air | Gaussian mixture dynamic Bayesian network learned from the... |
| gmgm-package | Gaussian mixture graphical model learning and inference |
| gmm | Create a Gaussian mixture model |
| gmm_body | Gaussian mixture model learned from the NHANES body... |
| inference | Perform inference in a Gaussian mixture Bayesian network |
| logLik | Compute the log-likelihood of a Gaussian mixture model or... |
| merge_comp | Merge mixture components of a Gaussian mixture model |
| network | Display the graphical structure of a Gaussian mixture... |
| param_em | Learn the parameters of a Gaussian mixture graphical model... |
| param_learn | Learn the parameters of a Gaussian mixture graphical model |
| particles | Initialize particles to perform inference in a Gaussian... |
| prediction | Perform predictive inference in a Gaussian mixture dynamic... |
| propagation | Propagate particles forward in time |
| relevant | Extract the minimal sub-Gaussian mixture graphical model... |
| remove_arcs | Remove arcs from a Gaussian mixture graphical model |
| remove_nodes | Remove nodes from a Gaussian mixture graphical model |
| remove_var | Remove variables from a Gaussian mixture model |
| rename_nodes | Rename nodes of a Gaussian mixture graphical model |
| rename_var | Rename variables of a Gaussian mixture model |
| reorder | Reorder the variables and the mixture components of a... |
| sampling | Sample a Gaussian mixture model |
| smem | Select the number of mixture components and estimate the... |
| smoothing | Perform smoothing inference in a Gaussian mixture dynamic... |
| split_comp | Split a mixture component of a Gaussian mixture model |
| stepwise | Select the explanatory variables, the number of mixture... |
| struct_em | Learn the structure and the parameters of a Gaussian mixture... |
| struct_learn | Learn the structure and the parameters of a Gaussian mixture... |
| structure | Provide the graphical structure of a Gaussian mixture... |
| summary | Summarize a Gaussian mixture model or graphical model |
