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 [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.html ,nrba.pdf |
| Vignettes: | 1. Analysis of Response Rates and Response Propensity (source,R code) |
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:
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