BalReg_probit_mcmc: This is the MCMC set up for Balance Regression with binary...

Description Usage Arguments

View source: R/BalReg_probit_mcmc.R

Description

This is the MCMC set up for Balance Regression with binary outcome. The three major steps are: initialize with z sample y*|z,y update z

Usage

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BalReg_probit_mcmc(beta0, V0, w1, w2, Y, X, verbose, iter, start,
  filename = "log.txt")

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

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

filename

name of the file to output verbose progress, default to log.txt


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