Learn R Programming

lsasim (version 2.1.4)

replicate_var: Sampling variance of the mean for replications

Description

Estimates the mean variance for Jackknife, BRR and BRR Fay replication methods

Usage

replicate_var(
  data_whole,
  data_rep,
  method,
  k = 0,
  weight_var = NULL,
  stat = weighted.mean,
  vars = NULL,
  full_output = FALSE
)

Arguments

data_whole

full, original dataset (the one that generated the replications)

data_rep

list with replications of `data_whole`

method

replication method. Can be "Jackknife", "BRR" or "BRR Fay"

k

deflating weight factor (used only when `method = "BRR Fay")

weight_var

variables containing the weights

stat

statistic of interest to calculate (must be a base R function)

vars

vector containing the variables of interest

full_output

if `TRUE`, returns all intermediate objects created

Details

`data_rep` can be obtained from

See Also

jackknife brr