BIFIE.data.boot: Create 'BIFIE.data' Object based on Bootstrap

In BIFIEsurvey: Tools for Survey Statistics in Educational Assessment

Create BIFIE.data Object based on Bootstrap

Description

Creates a BIFIE.data object based on bootstrap designs. The sampling is done assuming independence of cases.

Usage

BIFIE.data.boot( data, wgt=NULL,  pv_vars=NULL,
         Nboot=500, seed=.Random.seed, cdata=FALSE)

Arguments

data	Data frame: Can be a single or a list of multiply imputed datasets
wgt	A string indicating the label of case weight.
pv_vars	An optional vector of plausible values which define multiply imputed datasets.
Nboot	Number of bootstrap samples for usage
seed	Simulation seed.
cdata	An optional logical indicating whether the BIFIEdata object should be compactly saved. The default is FALSE.

Value

Object of class BIFIEdata

See Also

BIFIE.data, BIFIE.data.jack

Examples

## Not run: 
#############################################################################
# EXAMPLE 1: Bootstrap TIMSS data set
#############################################################################
data(data.timss1)

# bootstrap samples using weights
bifieobj1 <- BIFIEsurvey::BIFIE.data.boot( data.timss1, wgt="TOTWGT" )
summary(bifieobj1)

# bootstrap samples without weights
bifieobj2 <- BIFIEsurvey::BIFIE.data.boot( data.timss1  )
summary(bifieobj2)

## End(Not run)

BIFIEsurvey documentation built on May 29, 2024, 2:52 a.m.