Man pages for sams
Merge-Split Samplers for Conjugate Bayesian Nonparametric Models
| asCanonical | Coerce a Vector of Cluster Labels to Canonical Form |
| asClusterLabels | Coerce a Set Partition in List Structure to Numeric Vectors... |
| asSetPartition | Coerce a Set Partition as Numeric Vectors of Cluster Labels... |
| clusterProportions | Compute the Proportion of Items in Each Cluster for All... |
| clusterTrace | Plot Traces of Cluster Sizes |
| clusterWithItem | Identify Which Cluster Contains a Given Item |
| createNewCluster | Create a New Cluster with Given Item |
| dCRP | Compute Probability Mass of a Partition Under the Two... |
| getThetas | Get theta Parameters from a Numeric Vector of Cluster Labels... |
| isCanonical | Check if a Vector of Cluster Labels is in Canonical Form |
| joinExistingCluster | Join Item to an Existing Cluster |
| nClusters | Count the Number of Clusters in a Set Partition |
| nealAlgorithm3 | Conjugate Gibbs Sampler for a Partition |
| p18_bern | Multivariate Independent Bernoulli Data (p = 18) |
| p18_corr_mvn | Correlated Multivariate Normal Data (p = 18) |
| p18_mvn | Independent Multivariate Normal Data (p = 18) |
| p6_bern | Multivariate Independent Bernoulli Data (p = 6) |
| p6_big_bern | Large Sample Multivariate Independent Bernoulli Data (p = 6) |
| p6_mvn | Independent Multivariate Normal Data (p = 6) |
| partitionEntropy | Calculate the Entropy of a Set Partition |
| poch | Compute the Pochhammer Symbol (Rising Factorials) With... |
| psm | Compute the Posterior Pairwise Similarity for All Pairs of... |
| psmMergeSplit | Merge-Split Sampling for a Partition Based on Sequential... |
| psmMergeSplit_base | Base Functionality for the psmMergeSplit Function |
| restrictedGibbsMergeSplit | Merge-Split Sampling for a Partition Based on Restricted... |
| seqAllocatedMergeSplit | Merge-split Sampling for a Partition Based on Sequential... |
| seqAllocatedMergeSplit_base | Base Functionality for the seqAllocatedMergeSplit Function |
| simpleMergeSplit | Merge-Split Sampling for a Partition Using Uniformly Random... |
| sizeOfLargestCluster | Calculate the Number of Items in the Largest Cluster of a Set... |
| transformedWeights | Enumerate Transformed Weights for Choosing i and j... |
