Create BIFIE.data Object based on Bootstrap

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

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

if (FALSE) {
#############################################################################
# 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)
}