% Generated by roxygen2 (4.1.1): do not edit by hand
% Please edit documentation in R/BayesEnvelopeMC.R
\name{BayesEnvelopeMC}
\alias{BayesEnvelopeMC}
\title{Main function to generate the Markov chain}
\usage{
BayesEnvelopeMC(U, X, u, McLength = 3500, name = "DefaultName",
  Prior = "Improper", allstep = "allpossiblepair", Max_rejection = 500,
  partition = 10000)
}
\arguments{
\item{U:}{Matrix containing  the responses}

\item{X:}{Matrix containing  the predictors}

\item{u:}{Integer input. u is the dimension  of significant portion of the data}

\item{McLength:}{Number of iteration of the markov chian.}

\item{Prior:}{two option can be used "EB" stands for emperical Bayes prior and "Improper" for the improper flat prior}

\item{name:}{Name of the list variable containing all the variables of the Markov chain.}
}
\description{
Main function to generate the Markov chain
}