BalReg_mcmc: This is the main function to perform MCMC sampling for...

Description Usage Arguments

View source: R/BalReg_mcmc.R

Description

This is the main function to perform MCMC sampling for Balance Regression in linear outcomes

Usage

1
BalReg_mcmc(beta0, V0, lambda, v, w1, w2, Y, X, verbose, iter, start)

Arguments

beta0

mean of a multivariate normal distribution which is the prior distribution for regression coefficients

V0

diagnol elements of the variance-covariance matrix of a multivariate normal distribution which is the prior distribution for regression coefficients

lambda, v

parameters of the inverse gamma distribution which is the prior distribution of model variance

w1, w2

parameter of prior distribution for the balance configuration vector z

Y

outcome vector

X

compositional matrix

verbose

boolean; indicating whether the program will output verbose progress report

iter

total number of iteration to run

start

starting value of Balance configuration vector z


luhuang-penn/BalReg documentation built on Aug. 3, 2020, 12:57 a.m.