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.
- Version0.3.1
- R versionunknown
- LicenseGPL (≥ 3)
- Needs compilation?No
- nrba citation info
- Last release11/21/2023
Documentation
Team
Ben Schneider
MaintainerShow author detailsWestat
Show author detailsRolesCopyright holderJim Green
Show author detailsRolesAuthorShelley Brock
Show author detailsRolesAuthorTom Krenzke
Show author detailsRolesAuthorMichael Jones
Show author detailsRolesAuthorWendy Van de Kerckhove
Show author detailsRolesAuthorDavid Ferraro
Show author detailsRolesAuthorLaura Alvarez-Rojas
Show author detailsRolesAuthorKatie Hubbell
Show author detailsRolesAuthor
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Last 30 days
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Dependencies
- Imports8 packages
- Suggests5 packages
- Reverse Imports1 package