Estimation for multivariate normal data with monotone missingness


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Documentation for package ‘monomvn’ version 1.4-1

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monomvn-package Estimation for Multivariate Normal Data with Monotone Missingness
blasso Bayesian Lasso and Ridge Regression
bmonomvn Bayesian Estimation for Multivariate Normal Data with Monotone Missingness
bridge Bayesian Lasso and Ridge Regression
cement Hald's Cement Data
Ellik.norm RMSE, Expected Log Likelihood and KL Divergence Between Two Multivariate Normal Distributions
kl.norm RMSE, Expected Log Likelihood and KL Divergence Between Two Multivariate Normal Distributions
monomvn Maximum Likelihood Estimation for Multivariate Normal Data with Monotone Missingness
plot.blasso Summarizing Bayesian Lasso Output
plot.summary.monomvn Summarizing monomvn output
posdef.approx Find the Nearest Positive Definite Matrix
print.blasso Summarizing Bayesian Lasso Output
print.monomvn Summarizing monomvn output
print.summary.blasso Summarizing Bayesian Lasso Output
print.summary.monomvn Summarizing monomvn output
randmvn Randomly Generate a Multivariate Normal Distribution
regress Switch function for least squares and parsimonious monomvn regressions
rmono Randomly Impose a Monotone Missingness Pattern
rmse.muS RMSE, Expected Log Likelihood and KL Divergence Between Two Multivariate Normal Distributions
rwish Draw from the Wishart Distribution
summary.blasso Summarizing Bayesian Lasso Output
summary.monomvn Summarizing monomvn output
Wishart Draw from the Wishart Distribution