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]

AuxSurvey_1.0.tar.gz
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AuxSurvey.pdf |AuxSurvey.html✨
AuxSurvey/json (API)

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

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

On CRAN:

Conda:

auxilary-variablescategorical-variablessurvey-analysis

4.70 score 1 stars 5 scripts 283 downloads 6 exports 122 dependencies

Last updated 3 months agofrom:c9f122af42. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 18 2025
R-4.5-winOKFeb 18 2025
R-4.5-macOKFeb 18 2025
R-4.5-linuxOKFeb 18 2025
R-4.4-winOKFeb 18 2025
R-4.4-macOKFeb 18 2025
R-4.3-winOKFeb 18 2025
R-4.3-macOKFeb 18 2025

Exports:auxsurveypostStr_wtrake_wtsimulatesvyBayesmoduwt

Dependencies:abindbackportsBARTbase64encbayesplotBHbootbslibcachemcallrcheckmateclicodacolorspacecolourpickercommonmarkcpp11crayoncrosstalkDBIdescdigestdistributionaldplyrDTdygraphsevaluatefansifarverfastmapfontawesomefsgenericsggplot2ggridgesgluegridExtragtablegtoolshighrhtmltoolshtmlwidgetshttpuvigraphinlineisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelme4loomagrittrmarkdownMASSMatrixmatrixStatsmemoisemgcvmimeminiUIminqamitoolsmunsellnlmenloptrnumDerivpillarpkgbuildpkgconfigplyrposteriorprocessxpromisespsQuickJSRR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRdpackreformulasreshape2rlangrmarkdownrstanrstanarmrstantoolssassscalesshinyshinyjsshinystanshinythemessourcetoolsStanHeadersstringistringrsurveysurvivaltensorAthreejstibbletidyselecttinytexutf8vctrsviridisLitewithrxfunxtablextsyamlzoo

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

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Feb 18 2025.

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