svrep-package: svrep: Tools for Creating, Updating, and Analyzing Survey...

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

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

Description

Provides tools for creating and working with survey replicate weights, extending functionality of the 'survey' package from Lumley (2004) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.18637/jss.v009.i08")}. Implements bootstrap methods for complex surveys, including the generalized survey bootstrap as described by Beaumont and Patak (2012) \Sexpr[results=rd]{tools:::Rd_expr_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) \Sexpr[results=rd]{tools:::Rd_expr_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.

Author(s)

Maintainer: Ben Schneider [e-mail] (ORCID)

See Also

Useful links:

• https://bschneidr.github.io/svrep/

• https://github.com/bschneidr/svrep

• Report bugs at https://github.com/bschneidr/svrep/issues

bschneidr/svrep documentation built on Feb. 11, 2025, 4:24 a.m.