CalPS {aihuman}

Calculate the proportion of principal strata (R)

Description

Calculate the proportion of each principal stratum (R).

Usage

CalPS(
  p.r.mcmc,
  name.group = c("Overall", "Female", "Male", "Non-white\nMale", "White\nMale")
)

Arguments

p.r.mcmc

P.R.mcmc array generated from CalAPCE or CalAPCEparallel.

name.group

A character vector including the labels of five subgroups.

Value

A data.frame of the proportion of each principal stratum.

Examples

data(synth)
sample_mcmc = AiEvalmcmc(data = synth, n.mcmc = 10)
subgroup_synth = list(1:nrow(synth),which(synth$Sex==0),which(synth$Sex==1),
                      which(synth$Sex==1&synth$White==0),which(synth$Sex==1&synth$White==1))
sample_apce = CalAPCE(data = synth, mcmc.re = sample_mcmc, 
                      subgroup = subgroup_synth)
CalPS(sample_apce[["P.R.mcmc"]])