survey: Analysis of Complex Survey Samples

Summary statistics, two-sample tests, rank tests, generalised linear models, cumulative link models, Cox models, loglinear models, and general maximum pseudolikelihood estimation for multistage stratified, cluster-sampled, unequally weighted survey samples. Variances by Taylor series linearisation or replicate weights. Post-stratification, calibration, and raking. Two-phase subsampling designs. Graphics. PPS sampling without replacement. Principal components, factor analysis.

AuthorThomas Lumley
Date of publication2016-12-01 21:19:54
Maintainer"Thomas Lumley" <t.lumley@auckland.ac.nz>
LicenseGPL-2 | GPL-3
Version3.31-5
http://r-survey.r-forge.r-project.org/survey/

View on CRAN

Man pages

anova.svyglm: Model comparison for glms.

api: Student performance in California schools

as.fpc: Package sample and population size data

as.svrepdesign: Convert a survey design to use replicate weights

as.svydesign2: Update to the new survey design format

barplot.svystat: Barplots and Dotplots

bootweights: Compute survey bootstrap weights

brrweights: Compute replicate weights

calibrate: Calibration (GREG) estimators

compressWeights: Compress replicate weight matrix

confint.svyglm: Confidence intervals for regression parameters

crowd: Household crowding

dimnames.DBIsvydesign: Dimensions of survey designs

election: US 2004 presidential election data at state or county level

estweights: Estimated weights for missing data

fpc: Small survey example

ftable.svystat: Lay out tables of survey statistics

hadamard: Hadamard matrices

hospital: Sample of obstetric hospitals

HR: Wrappers for specifying PPS designs

make.calfun: Calibration metrics

marginpred: Standardised predictions (predictive margins) for regression...

mu284: Two-stage sample from MU284

nhanes: Cholesterol data from a US survey

nonresponse: Experimental: Construct non-response weights

open.DBIsvydesign: Open and close DBI connections

paley: Paley-type Hadamard matrices

pchisqsum: Distribution of quadratic forms

postStratify: Post-stratify a survey

rake: Raking of replicate weight design

regTermTest: Wald test for a term in a regression model

scd: Survival in cardiac arrest

SE: Extract standard errors

stratsample: Take a stratified sample

subset.survey.design: Subset of survey

surveyoptions: Options for the survey package

surveysummary: Summary statistics for sample surveys

svrepdesign: Specify survey design with replicate weights

svrVar: Compute variance from replicates

svyby: Survey statistics on subsets

svycdf: Cumulative Distribution Function

svychisq: Contingency tables for survey data

svyciprop: Confidence intervals for proportions

svycontrast: Linear and nonlinearconstrasts of survey statistics

svycoplot: Conditioning plots of survey data

svycoxph: Survey-weighted Cox models.

svyCprod: Computations for survey variances

svydesign: Survey sample analysis.

svyfactanal: Factor analysis in complex surveys (experimental).

svyglm: Survey-weighted generalised linear models.

svyhist: Histograms and boxplots

svykappa: Cohen's kappa for agreement

svykm: Estimate survival function.

svyloglin: Loglinear models

svylogrank: Compare survival distributions

svymle: Maximum pseudolikelihood estimation in complex surveys

svyolr: Proportional odds and related models

svyplot: Plots for survey data

svyprcomp: Sampling-weighted principal component analysis

svypredmeans: Predictive marginal means

svyquantile: Quantiles for sample surveys

svyranktest: Design-based rank tests

svyratio: Ratio estimation

svyrecvar: Variance estimation for multistage surveys

svysmooth: Scatterplot smoothing and density estimation

svystandardize: Direct standardization within domains

svyttest: Design-based t-test

svy.varcoef: Sandwich variance estimator for glms

trimWeights: Trim sampling weights

twophase: Two-phase designs

update.survey.design: Add variables to a survey design

weights.survey.design: Survey design weights

withReplicates: Compute variances by replicate weighting

with.svyimputationList: Analyse multiple imputations

yrbs: One variable from the Youth Risk Behaviors Survey, 2015.

Files in this package

survey
survey/TODO
survey/inst
survey/inst/COPYING
survey/inst/BUGS
survey/inst/CITATION
survey/inst/porting.to.S
survey/inst/NEWS
survey/inst/disclaimer
survey/inst/ucla-examples.pdf
survey/inst/doc
survey/inst/doc/pps.R
survey/inst/doc/survey.pdf
survey/inst/doc/nwts.rda
survey/inst/doc/epi.R
survey/inst/doc/pps.pdf
survey/inst/doc/nwtco-subcohort.rda
survey/inst/doc/phase1.Rnw
survey/inst/doc/survey.Rnw
survey/inst/doc/pps.Rnw
survey/inst/doc/epi.pdf
survey/inst/doc/phase1.pdf
survey/inst/doc/phase1.R
survey/inst/doc/domain.Rnw
survey/inst/doc/domain.R
survey/inst/doc/survey.R
survey/inst/doc/domain.pdf
survey/inst/doc/epi.Rnw
survey/inst/twostage.pdf
survey/inst/api.db
survey/tests
survey/tests/fpc.Rout.save
survey/tests/badcal.R
survey/tests/multistage.R
survey/tests/kalton.R
survey/tests/deff.Rout.save
survey/tests/quantile.R
survey/tests/quantile.Rout.save
survey/tests/pps.R
survey/tests/badcal.Rout.save
survey/tests/check.R
survey/tests/raowuboot.R
survey/tests/nwts.rda
survey/tests/DBIcheck.Rout.save
survey/tests/scoping.Rout.save
survey/tests/survcurve.Rout.save
survey/tests/nwts.Rout.save
survey/tests/bycovmat.R
survey/tests/raowuboot.Rout.save
survey/tests/nwtco-subcohort.rda
survey/tests/deff.R
survey/tests/nwts-cch.R
survey/tests/rakecheck.Rout.save
survey/tests/nwts.R
survey/tests/lonely.psu.R
survey/tests/multistage.Rout.save
survey/tests/lonely.psu.Rout.save
survey/tests/check.Rout.save
survey/tests/domain.Rout.save
survey/tests/pps.Rout.save
survey/tests/README
survey/tests/rakecheck.R
survey/tests/domain.R
survey/tests/api.R
survey/tests/nwts-cch.Rout.save
survey/tests/bycovmat.Rout.save
survey/tests/regpredict.Rout.save
survey/tests/fpc.R
survey/tests/api.Rout.save
survey/tests/twophase.R
survey/tests/DBIcheck.R
survey/tests/twophase.Rout.save
survey/tests/regpredict.R
survey/tests/survcurve.R
survey/tests/caleg.Rout.save
survey/tests/kalton.Rout.save
survey/tests/caleg.R
survey/tests/scoping.R
survey/NAMESPACE
survey/data
survey/data/yrbs.rda
survey/data/nhanes.rda
survey/data/scd.rda
survey/data/fpc.rda
survey/data/api.rda
survey/data/election.rda
survey/data/mu284.rda
survey/data/crowd.rda
survey/data/hospital.rda
survey/R
survey/R/ht.R survey/R/olr.R survey/R/multistage.R survey/R/odbc.R survey/R/weightconstruction.R survey/R/multivariate.R survey/R/dbiupdate.R survey/R/regtest.R survey/R/bootstrap.R survey/R/loglin.R survey/R/svykappa.R survey/R/pps.R survey/R/pFsum.R survey/R/svysmooth.R survey/R/surveychisq.R survey/R/anova.svyglm.R survey/R/surveyrep.R survey/R/count.R survey/R/chisqsum.R survey/R/mse.R
survey/R/sysdata.rda
survey/R/svyttest.R survey/R/svycdf.R survey/R/svymi.R survey/R/paley.R survey/R/surveygraph.R survey/R/grake.R survey/R/mrb.R survey/R/DBI.R survey/R/survey.R survey/R/logrank.R survey/R/confint.R survey/R/stratsample.R survey/R/svyhist.R survey/R/twophase.R survey/R/transform.R survey/R/greg.R survey/R/ftable.svystat.R survey/R/svykm.R survey/R/svyranktest.R survey/R/margins.R survey/R/twophase2.R survey/R/stdize.R survey/R/compressweights.R survey/R/svypredmeans.R survey/R/surveyby.R
survey/vignettes
survey/vignettes/phase1.Rnw
survey/vignettes/survey.Rnw
survey/vignettes/pps.Rnw
survey/vignettes/domain.Rnw
survey/vignettes/epi.Rnw
survey/MD5
survey/build
survey/build/vignette.rds
survey/DESCRIPTION
survey/THANKS
survey/man
survey/man/svycontrast.Rd survey/man/paley.Rd survey/man/ftable.svystat.Rd survey/man/as.fpc.Rd survey/man/twophase.Rd survey/man/svyhist.Rd survey/man/update.survey.design.Rd survey/man/svyglm.Rd survey/man/svyquantile.Rd survey/man/rake.Rd survey/man/svy.varcoef.Rd survey/man/svyplot.Rd survey/man/mu284.Rd survey/man/trimWeights.Rd survey/man/svycdf.Rd survey/man/fpc.Rd survey/man/dimnames.DBIsvydesign.Rd survey/man/api.Rd survey/man/pchisqsum.Rd survey/man/svyratio.Rd survey/man/svyby.Rd survey/man/svychisq.Rd survey/man/open.DBIsvydesign.Rd survey/man/surveysummary.Rd survey/man/svyCprod.Rd survey/man/anova.svyglm.Rd survey/man/marginpred.Rd survey/man/with.svyimputationList.Rd survey/man/svykm.Rd survey/man/svyloglin.Rd survey/man/withReplicates.Rd survey/man/svypredmeans.Rd survey/man/hadamard.Rd survey/man/svymle.Rd survey/man/barplot.svystat.Rd survey/man/as.svydesign2.Rd survey/man/regTermTest.Rd survey/man/HR.Rd survey/man/hospital.Rd survey/man/svyttest.Rd survey/man/make.calfun.Rd survey/man/nhanes.Rd survey/man/svycoplot.Rd survey/man/yrbs.Rd survey/man/stratsample.Rd survey/man/postStratify.Rd survey/man/svyolr.Rd survey/man/surveyoptions.Rd survey/man/svystandardize.Rd survey/man/crowd.Rd survey/man/svycoxph.Rd survey/man/confint.svyglm.Rd survey/man/SE.Rd survey/man/svykappa.Rd survey/man/brrweights.Rd survey/man/svyranktest.Rd survey/man/svyfactanal.Rd survey/man/nonresponse.Rd survey/man/bootweights.Rd survey/man/election.Rd survey/man/svysmooth.Rd survey/man/svyprcomp.Rd survey/man/svrepdesign.Rd survey/man/svyrecvar.Rd survey/man/svyciprop.Rd survey/man/estweights.Rd survey/man/svrVar.Rd survey/man/scd.Rd survey/man/as.svrepdesign.Rd survey/man/svydesign.Rd survey/man/svylogrank.Rd survey/man/weights.survey.design.Rd survey/man/compressWeights.Rd survey/man/subset.survey.design.Rd survey/man/calibrate.Rd
survey/INDEX

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