replicate_var: Sampling variance of the mean for replications

In lsasim: Functions to Facilitate the Simulation of Large Scale Assessment Data

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

lsasim documentation built on Aug. 22, 2023, 5:09 p.m.