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nrba: Methods for Conducting Nonresponse Bias Analysis (NRBA)

Facilitates nonresponse bias analysis (NRBA) for survey data. Such data may arise from a complex sampling design with features such as stratification, clustering, or unequal probabilities of selection. Multiple types of analyses may be conducted: comparisons of response rates across subgroups; comparisons of estimates before and after weighting adjustments; comparisons of sample-based estimates to external population totals; tests of systematic differences in covariate means between respondents and full samples; tests of independence between response status and covariates; and modeling of outcomes and response status as a function of covariates. Extensive documentation and references are provided for each type of analysis. Krenzke, Van de Kerckhove, and Mohadjer (2005) <http://www.asasrms.org/Proceedings/y2005/files/JSM2005-000572.pdf> and Lohr and Riddles (2016) <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2016002/article/14677-eng.pdf?st=q7PyNsGR> provide an overview of the methods implemented in this package.

Version: 0.3.1
Depends: R (≥ 4.1.0)
Imports: broom, dplyr, magrittr, rlang, srvyr, stats, survey (≥ 4.1-1), svrep, tidyr
Suggests: knitr, rmarkdown, stringr, testthat (≥ 3.0.0), tibble
Published: 2023-11-21
DOI: 10.32614/CRAN.package.nrba
Author: Ben Schneider ORCID iD [aut, cre], Jim Green [aut], Shelley Brock [aut] (Author of original SAS macro, WesNRBA), Tom Krenzke [aut] (Author of original SAS macro, WesNRBA), Michael Jones [aut] (Author of original SAS macro, WesNRBA), Wendy Van de Kerckhove [aut] (Author of original SAS macro, WesNRBA), David Ferraro [aut] (Author of original SAS macro, WesNRBA), Laura Alvarez-Rojas [aut] (Author of original SAS macro, WesNRBA), Katie Hubbell [aut] (Author of original SAS macro, WesNRBA), Westat [cph]
Maintainer: Ben Schneider <BenjaminSchneider at westat.com>
License: GPL (≥ 3)
NeedsCompilation: no
Citation: nrba citation info
Materials: README NEWS
CRAN checks: nrba results

Documentation:

Reference manual: nrba.pdf
Vignettes: 1. Analysis of Response Rates and Response Propensity

Downloads:

Package source: nrba_0.3.1.tar.gz
Windows binaries: r-devel: nrba_0.3.1.zip, r-release: nrba_0.3.1.zip, r-oldrel: nrba_0.3.1.zip
macOS binaries: r-release (arm64): nrba_0.3.1.tgz, r-oldrel (arm64): nrba_0.3.1.tgz, r-release (x86_64): nrba_0.3.1.tgz, r-oldrel (x86_64): nrba_0.3.1.tgz
Old sources: nrba archive

Reverse dependencies:

Reverse imports: idcnrba

Linking:

Please use the canonical form https://CRAN.R-project.org/package=nrba 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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