Package: AuxSurvey 1.0

AuxSurvey: Survey Analysis with Auxiliary Discretized Variables

Probability surveys often use auxiliary continuous data from administrative records, but the utility of this data is diminished when it is discretized for confidentiality. We provide a set of survey estimators to make full use of information from the discretized variables. See Williams, S.Z., Zou, J., Liu, Y., Si, Y., Galea, S. and Chen, Q. (2024), Improving Survey Inference Using Administrative Records Without Releasing Individual-Level Continuous Data. Statistics in Medicine, 43: 5803-5813. <doi:10.1002/sim.10270> for details.

Authors:Jungang Zou [aut, cre], Yutao Liu [aut], Sharifa Williams [aut], Qixuan Chen [aut]

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AuxSurvey/json (API)

# Install 'AuxSurvey' in R:
install.packages('AuxSurvey', repos = c('https://zjg540066169.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/zjg540066169/auxsurvey/issues

On CRAN:

auxilary-variablescategorical-variablessurvey-analysis

4.70 score 1 stars 5 scripts 157 downloads 6 exports 119 dependencies

Last updated 4 days agofrom:c9f122af42. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 20 2024
R-4.5-winOKDec 20 2024
R-4.5-linuxOKDec 20 2024
R-4.4-winOKDec 20 2024
R-4.4-macOKDec 20 2024
R-4.3-winOKDec 20 2024
R-4.3-macOKDec 20 2024

Exports:auxsurveypostStr_wtrake_wtsimulatesvyBayesmoduwt

Dependencies:abindbackportsBARTbase64encbayesplotBHbootbslibcachemcallrcheckmateclicodacolorspacecolourpickercommonmarkcpp11crayoncrosstalkDBIdescdigestdistributionaldplyrDTdygraphsevaluatefansifarverfastmapfontawesomefsgenericsggplot2ggridgesgluegridExtragtablegtoolshighrhtmltoolshtmlwidgetshttpuvigraphinlineisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelme4loomagrittrmarkdownMASSMatrixmatrixStatsmemoisemgcvmimeminiUIminqamitoolsmunsellnlmenloptrnumDerivpillarpkgbuildpkgconfigplyrposteriorprocessxpromisespsQuickJSRR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelreshape2rlangrmarkdownrstanrstanarmrstantoolssassscalesshinyshinyjsshinystanshinythemessourcetoolsStanHeadersstringistringrsurveysurvivaltensorAthreejstibbletidyselecttinytexutf8vctrsviridisLitewithrxfunxtablextsyamlzoo

Introduction for AuxSurvey: a package to improving survey inference using administrative records

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Dec 20 2024.

Last update: 2024-12-08
Started: 2024-12-04