CalPS: Calculate the proportion of principal strata (R)

In aihuman: Experimental Evaluation of Algorithm-Assisted Human Decision-Making

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"]])

aihuman documentation built on April 12, 2025, 1:47 a.m.