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:

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