Beta Distribution Maximum Likelihood Estimator
Beta RPMM Tree
DNA Methylation Data for Normal Tissue Types
Posterior Class Assignments for Beta RPMM
Posterior Weight Matrix for Beta RPMM
Beta RPMM Split Criterion: Use ICL-BIC
Initialize Beta Latent Class via Hierarchical Clustering
Recursive Apply Function for Beta RPMM Objects
Gaussian RPMM Split Criterion: Use ICL-BIC
Initialize Gaussian Latent Class via Eigendecomposition
Plot a Beta RPMM Tree Profile
Weighted GLM for latent class covariates
Overall BIC for Entire RPMM Tree (Beta version)
Initialize Gaussian Latent Class via Hierarchical Clustering
Data log-likelihood implied by a specific RPMM model
Gaussian Subtree
Beta Latent Class Splitter
blcSplitCriterionJustRecordEverything
Beta RPMM Split Criterion: Always Split and Record Everything
Print a Beta RPMM object
Empirical Bayes predictions for a specific RPMM model
blcSplitCriterionLevelWtdBIC
Beta RPMM Split Criterion: Level-Weighted BIC
Plot a Gaussian RPMM Tree Dendrogram
Overall BIC for Entire RPMM Tree (Gaussian version)
glcSplitCriterionJustRecordEverything
Gaussian RPMM Split Criterion: Always Split and Record Everything
Gaussian Maximum Likelihood on a Matrix
Beta Maximum Likelihood on a Matrix
blcInitializeSplitDichotomizeUsingMean
Initialize Gaussian Latent Class via Mean Dichotomization
Posterior Weight Matrix for Gaussian RPMM
Predict using a Gaussian RPMM object
glcSplitCriterionLevelWtdBIC
Gaussian RPMM Split Criterion: Level-Weighted BIC
Beta Maximum Likelihood Objective Function
Beta Latent Class Model
Plot a Gaussian RPMM Tree Profile
Gaussian RPMM Split Criterion: Use BIC
Gaussian RPMM Split Criterion: Use likelihood ratio test p value
Beta RPMM Split Criterion: use likelihood ratio test p value
Initialize Beta Latent Class via Fanny
Gaussian Finite Mixture Model
Plot a Beta RPMM Tree Profile
Plot a Beta RPMM Tree Dendrogram
Gaussian Latent Class Splitter
Initialize Gaussian Latent Class via Eigendecomposition
Print a Gaussian RPMM object
Initialize Gaussian Latent Class via Fanny
Beta RPMM Split Criterion: Use BIC
Recursive Apply Function for Gaussian RPMM Objects
Beta Subtree
Posterior Class Assignments for Gaussian RPMM
Plot a Gaussian RPMM Tree Profile
Predict using a Beta RPMM object
Gaussian RPMM Tree