| addStatsDiag | Function to sequentially update statistics and posterior in... |
| bma | Bayesian model averaging for SUGS VarSel |
| compMlvarsel | Computes the log marginal likelihood of clustering and... |
| compPmlvarsel | Computes the log PML for SUGS VarSel in the case of Gaussian... |
| compPmlvarsel1D | Computes the log PML for SUGS VarSel in one dimension in the... |
| compsugsStats | A function to compute statistics and posterior given... |
| compsugsStats1D | A function to compute statistics and posterior given... |
| compvarMarg | A function to compute the marginal probability that of a... |
| extract | This is a helper function for formatting data outputs from... |
| Isomix | A dataset containing 250 observations and 2 variables with 5... |
| nullView | A function to compute the marginal probability of belonging... |
| nullView1D | The one-dimensional version of the nullView function |
| occamsWindow | Helper function to compute occams Window for SUGS VarSel |
| phiUpdate | Function to update posterior for dirichlet concentration... |
| pSelect | Implements the p-variate selection strategy |
| runSugs | The SUGS clustering algorithm by Wang and Dunson (2011) |
| runsugs1D | The SUGS clustering algorithm by Wang and Dunson (2011) for 1... |
| runsugsvarsel | Internal function for SUGS with variable selection algorithm.... |
| sampleMix | Generate data from a mixture of normals |
| samplemixDiag | Generate data from a mixture of normals with diagonal... |
| samplemixNoise | Generate data from a mixture of normals with additionally... |
| sugs | The SUGS clustering algorithm by Wang and Dunson (2011) |
| sugs1D | The SUGS clustering algorithm by Wang and Dunson (2011) for 1... |
| sugsclusterProb | A function to compute the marginal probability of belong to... |
| sugsclusterProbcpp | A C++ accelerated version of sugsclusterProb |
| sugsclustMarg | Computes the marginal probability of an observation belonging... |
| sugsclustMargcpp | A C++ accelerated version of sugsclusterMarg |
| sugsComp | The computational function for the SUGS with variable... |
| sugscompMl | Computes the log marginal likelihood of clustering for... |
| sugscompPml | Function to compute the PML for vanilla SUGS |
| sugscompPmlcpp | A C++ accelerated version of sugscompPml |
| sugsnewclusterProb | A function to compute the probability of belonging to an... |
| sugsnewclustMarg | Computes the marginal probability of an observation belonging... |
| sugsnewclustMargcpp | A C++ accelerated version of sugsnewclustMarg |
| sugsvarAlloc | A function to partition the variable into relevant and... |
| sugsvarAlloc1D | A function to partition the variable into relevant and... |
| sugsvarsel | Perform clustering and variable selection using the SUGS... |
