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:
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