PracTools: Tools for Designing and Weighting Survey Samples

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Contains functions for sample size calculation for survey samples using stratified or clustered one-, two-, and three-stage sample designs. Other functions compute variance components for multistage designs and sample sizes in two-phase designs. A number of example datasets are included.

Author
Richard Valliant, Jill A. Dever, Frauke Kreuter
Date of publication
2016-10-23 23:40:29
Maintainer
Richard Valliant <rvallian@umd.edu>
License
GPL (>= 2)
Version
0.4

View on CRAN

Man pages

BW2stagePPS
Relvariance components for 2-stage sample
BW2stagePPSe
Estimated relvariance components for 2-stage sample
BW2stageSRS
Relvariance components for 2-stage sample
BW3stagePPS
Relvariance components for 3-stage sample
BW3stagePPSe
Estimated relvariance components for 3-stage sample
clusOpt2
Compute optimal sample sizes for a two-stage sample
clusOpt2fixedPSU
Optimal number of sample elements per PSU in a two-stage...
clusOpt3
Compute optimal sample sizes for a three-stage sample
clusOpt3fixedPSU
Compute optimal number of sample secondary sampling units...
CVcalc2
Coefficient of variation of an estimated total in a 2-stage...
CVcalc3
Coefficient of variation of an estimated total in a 3-stage...
deffH
Henry design effect for _pps_ sampling and GREG estimation of...
deffK
Kish design effect
deffS
Spencer design effect for _pps_ sampling
Domainy1y2
Domain data
dub
Sample sizes for a double sampling design
gamEst
Estimate variance model parameter gamma
gammaFit
Iteratively estimate variance model parameter gamma
HMT
Generate an HMT population
hospital
Hospital Data
labor
Labor force population
MDarea.pop
Maryland area population
nCont
Compute a simple random sample size for an estimated mean
nContMoe
Compute a simple random sample size for an estimated mean of...
nDep2sam
Simple random sample size for difference in means
nDomain
Compute a simple random sample size for an estimated mean or...
nhis
National Health Interview Survey: Demographic variables
nhis.large
National Health Interview Survey: Demographic and health...
nhispart
National Health Interview Survey data from 2003:...
nLogOdds
Calculate simple random sample size for estimating a...
nProp
Compute simple random sample size for estimating a proportion
nProp2sam
Simple random sample size for difference in proportions
nPropMoe
Simple random sample size for a proportion based on margin of...
NRadjClass
Class-based nonresponse adjustments
NRFUopt
Sample sizes for a nonresponse follow-up study
nWilson
Calculate a simple random sample size for estimating a...
pclass
Form nonresponse adjustment classes based on propensity...
smho98
Survey of Mental Health Organizations Data
smho.N874
Survey of Mental Health Organizations Data
strAlloc
Allocate a sample to strata
wtdvar
Compute weighted variance

Files in this package

PracTools
PracTools/NAMESPACE
PracTools/data
PracTools/data/hospital.RData
PracTools/data/labor.RData
PracTools/data/nhis.large.RData
PracTools/data/nhispart.RData
PracTools/data/nhis.RData
PracTools/data/Domainy1y2.RData
PracTools/data/datalist
PracTools/data/smho.N874.RData
PracTools/data/MDarea.pop.RData
PracTools/data/smho98.RData
PracTools/R
PracTools/R/nPropMoe.R
PracTools/R/BW2stagePPSe.R
PracTools/R/gamEst.R
PracTools/R/CVcalc2.R
PracTools/R/BW2stageSRS.R
PracTools/R/clusOpt3fixedPSU.R
PracTools/R/CVcalc3.R
PracTools/R/nContMoe.R
PracTools/R/clusOpt2.R
PracTools/R/dub.R
PracTools/R/clusOpt2fixedPSU.R
PracTools/R/NRFUopt.R
PracTools/R/clusOpt3.R
PracTools/R/gammaFit.R
PracTools/R/strAlloc.R
PracTools/R/nProp.R
PracTools/R/HMT.R
PracTools/R/deffH.R
PracTools/R/deffK.R
PracTools/R/nDep2sam.R
PracTools/R/nDomain.R
PracTools/R/deffS.R
PracTools/R/BW3stagePPSe.R
PracTools/R/nLogOdds.R
PracTools/R/nCont.R
PracTools/R/nProp2sam.R
PracTools/R/wtdvar.R
PracTools/R/nWilson.R
PracTools/R/pclass.R
PracTools/R/BW2stagePPS.R
PracTools/R/NRadjClass.R
PracTools/R/BW3stagePPS.R
PracTools/MD5
PracTools/DESCRIPTION
PracTools/man
PracTools/man/clusOpt3.Rd
PracTools/man/nWilson.Rd
PracTools/man/nProp.Rd
PracTools/man/Domainy1y2.Rd
PracTools/man/CVcalc3.Rd
PracTools/man/deffS.Rd
PracTools/man/gamEst.Rd
PracTools/man/HMT.Rd
PracTools/man/BW2stagePPS.Rd
PracTools/man/MDarea.pop.Rd
PracTools/man/clusOpt3fixedPSU.Rd
PracTools/man/NRadjClass.Rd
PracTools/man/strAlloc.Rd
PracTools/man/nCont.Rd
PracTools/man/CVcalc2.Rd
PracTools/man/nProp2sam.Rd
PracTools/man/hospital.Rd
PracTools/man/nContMoe.Rd
PracTools/man/BW2stageSRS.Rd
PracTools/man/clusOpt2.Rd
PracTools/man/smho.N874.Rd
PracTools/man/nDomain.Rd
PracTools/man/nPropMoe.Rd
PracTools/man/pclass.Rd
PracTools/man/dub.Rd
PracTools/man/deffK.Rd
PracTools/man/smho98.Rd
PracTools/man/BW2stagePPSe.Rd
PracTools/man/nhispart.Rd
PracTools/man/gammaFit.Rd
PracTools/man/nhis.large.Rd
PracTools/man/nLogOdds.Rd
PracTools/man/nDep2sam.Rd
PracTools/man/BW3stagePPSe.Rd
PracTools/man/nhis.Rd
PracTools/man/wtdvar.Rd
PracTools/man/deffH.Rd
PracTools/man/BW3stagePPS.Rd
PracTools/man/NRFUopt.Rd
PracTools/man/clusOpt2fixedPSU.Rd
PracTools/man/labor.Rd
PracTools/cleanup