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.

Package details

AuthorBen Schneider [aut, cre] (<https://orcid.org/0000-0002-0406-8470>)
MaintainerBen Schneider <benjamin.julius.schneider@gmail.com>
LicenseGPL (>= 3)
Version0.6.4
URL https://bschneidr.github.io/svrep/ https://github.com/bschneidr/svrep
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("svrep")

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svrep documentation built on May 29, 2024, 2:21 a.m.