Estimation for MVN and Student-t Data with Monotone Missingness

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Documentation for package ‘monomvn’ version 1.9-21

• DESCRIPTION file.

Help Pages

monomvn-package	Estimation for Multivariate Normal and Student-t Data with Monotone Missingness
bhs	Bayesian Lasso/NG, Horseshoe, and Ridge Regression
blasso	Bayesian Lasso/NG, Horseshoe, and Ridge Regression
bmonomvn	Bayesian Estimation for Multivariate Normal Data with Monotone Missingness
bridge	Bayesian Lasso/NG, Horseshoe, and Ridge Regression
cement	Hald's Cement Data
cement.miss	Hald's Cement Data
default.QP	Generating a default Quadratic Program for bmonomvn
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
market	Financial Returns data from NYSE and AMEX
market.test	Financial Returns data from NYSE and AMEX
monomvn	Maximum Likelihood Estimation for Multivariate Normal Data with Monotone Missingness
monomvn.solve.QP	Solve a Quadratic Program
plot.blasso	Summarizing Bayesian Lasso Output
plot.monomvn	Plotting bmonomvn output
plot.summary.monomvn	Summarizing monomvn output
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
returns	Financial Returns data from NYSE and AMEX
returns.test	Financial Returns data from NYSE and AMEX
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