Gaussian Independence Models

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Documentation for package ‘yest’ version 0.4-1

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B G I K M V

-- B --

bulls Bulls Characteristics

-- G --

generate.data Simulate from a Multivariate Gaussian Distribution

-- I --

ind.identification Identification of Type, Model and List of Conditional Independences
ind.mle Parameters' Estimation for Given Independence Model
ind.model Independence Model Corresponding to Variance Matrix
ind.plot Draw Diagram
ind.print List Triplets in a Model
ind.rgauss Random Variance Matrix Generator

-- K --

kl.div Kullback-Leibler Divergence

-- M --

model.selection Model Selection Over Independence and Graphical Models by BIC Optimization

-- V --

var.estimate Estimation of a Variance Matrix