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svrep: Tools for Creating, Updating, and Analyzing Survey Replicate Weights

Provides tools for creating and working with survey replicate weights, extending functionality of the 'survey' package from Lumley (2004) <doi:10.18637/jss.v009.i08>. Implements bootstrap methods for complex surveys, including the generalized survey bootstrap as described by Beaumont and Patak (2012) <doi:10.1111/j.1751-5823.2011.00166.x>. Methods are provided for applying nonresponse adjustments to both full-sample and replicate weights as described by Rust and Rao (1996) <doi:10.1177/096228029600500305>. Implements methods for sample-based calibration described by Opsomer and Erciulescu (2021) <https://www150.statcan.gc.ca/n1/pub/12-001-x/2021002/article/00006-eng.htm>. Diagnostic functions are included to compare weights and weighted estimates from different sets of replicate weights.

Version: 0.6.4
Depends: R (≥ 2.10)
Imports: DBI, Matrix, methods, mvtnorm, stats, survey (≥ 4.1), utils
Suggests: knitr, covr, testthat (≥ 3.0.0), rmarkdown, tidycensus, dplyr, srvyr, withr, sampling, prettydoc, RSQLite
Published: 2024-04-26
DOI: 10.32614/CRAN.package.svrep
Author: Ben Schneider ORCID iD [aut, cre]
Maintainer: Ben Schneider <benjamin.julius.schneider at gmail.com>
BugReports: https://github.com/bschneidr/svrep/issues
License: GPL (≥ 3)
URL: https://bschneidr.github.io/svrep/, https://github.com/bschneidr/svrep
NeedsCompilation: no
Citation: svrep citation info
Materials: README NEWS
In views: OfficialStatistics
CRAN checks: svrep results

Documentation:

Reference manual: svrep.pdf
Vignettes: Bootstrap Methods for Surveys
Nonresponse Adjustments
Calibrating to Estimated Control Totals
Replication Methods for Two-phase Sampling

Downloads:

Package source: svrep_0.6.4.tar.gz
Windows binaries: r-devel: svrep_0.6.4.zip, r-release: svrep_0.6.4.zip, r-oldrel: svrep_0.6.4.zip
macOS binaries: r-release (arm64): svrep_0.6.4.tgz, r-oldrel (arm64): svrep_0.6.4.tgz, r-release (x86_64): svrep_0.6.4.tgz, r-oldrel (x86_64): svrep_0.6.4.tgz
Old sources: svrep archive

Reverse dependencies:

Reverse imports: nrba, sampcompR

Linking:

Please use the canonical form https://CRAN.R-project.org/package=svrep to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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