RPMM1.25 package

Beta Distribution Maximum Likelihood Estimator

Beta Maximum Likelihood on a Matrix

Beta Maximum Likelihood Objective Function

Beta Latent Class Model

Initialize Gaussian Latent Class via Mean Dichotomization

Initialize Gaussian Latent Class via Eigendecomposition

Initialize Beta Latent Class via Fanny

Initialize Beta Latent Class via Hierarchical Clustering

Beta Latent Class Splitter

Beta RPMM Split Criterion: Use BIC

Beta RPMM Split Criterion: Use ICL-BIC

Beta RPMM Split Criterion: Always Split and Record Everything

Beta RPMM Split Criterion: Level-Weighted BIC

Beta RPMM Split Criterion: use likelihood ratio test p value

Beta Subtree

Beta RPMM Tree

Recursive Apply Function for Beta RPMM Objects

Posterior Class Assignments for Beta RPMM

Posterior Weight Matrix for Beta RPMM

Overall BIC for Entire RPMM Tree (Beta version)

Empirical Bayes predictions for a specific RPMM model

Gaussian Maximum Likelihood on a Matrix

Gaussian Finite Mixture Model

Initialize Gaussian Latent Class via Eigendecomposition

Initialize Gaussian Latent Class via Fanny

Initialize Gaussian Latent Class via Hierarchical Clustering

Gaussian Latent Class Splitter

Gaussian RPMM Split Criterion: Use BIC

Gaussian RPMM Split Criterion: Use ICL-BIC

Gaussian RPMM Split Criterion: Always Split and Record Everything

Gaussian RPMM Split Criterion: Level-Weighted BIC

Gaussian RPMM Split Criterion: Use likelihood ratio test p value

Gaussian Subtree

Gaussian RPMM Tree

Recursive Apply Function for Gaussian RPMM Objects

Posterior Class Assignments for Gaussian RPMM

Posterior Weight Matrix for Gaussian RPMM

Overall BIC for Entire RPMM Tree (Gaussian version)

Weighted GLM for latent class covariates

Data log-likelihood implied by a specific RPMM model

Plot a Beta RPMM Tree Profile

Plot a Gaussian RPMM Tree Profile

Plot a Beta RPMM Tree Profile

Plot a Gaussian RPMM Tree Profile

Plot a Beta RPMM Tree Dendrogram

Plot a Gaussian RPMM Tree Dendrogram

Predict using a Beta RPMM object

Predict using a Gaussian RPMM object

Print a Beta RPMM object

Print a Gaussian RPMM object