weightflow: Declarative API for Staged Survey Weights
Builds survey weights from design base weights by chaining
hierarchical adjustments (unknown eligibility, nonresponse and calibration)
through a declarative, pipeable, 'tidymodels'-style API. Calibration follows
Deville and Sarndal (1992) <doi:10.2307/2290268>. Variances are obtained with
a bootstrap that resamples primary sampling units and re-applies the whole
recipe on each replicate, following the rescaling bootstrap of Rao and Wu
(1988) <doi:10.1080/01621459.1988.10478591>, so the replicate weights carry
the variability of every adjustment. The weights also bridge to the 'survey'
and 'srvyr' packages for design-based inference.
| Version: |
0.1.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
stats, utils, graphics |
| Suggests: |
rpart, ranger, testthat (≥ 3.0.0), survey, srvyr, dplyr, knitr, rmarkdown, spelling |
| Published: |
2026-06-30 |
| DOI: |
10.32614/CRAN.package.weightflow (may not be active yet) |
| Author: |
Juan Pablo Ferreira [aut, cre] |
| Maintainer: |
Juan Pablo Ferreira <juanpablo.ferreira at fcea.edu.uy> |
| BugReports: |
https://github.com/jpferreira33/weightflow/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/jpferreira33/weightflow,
https://jpferreira33.github.io/weightflow/ |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Materials: |
README, NEWS |
| CRAN checks: |
weightflow results |
Documentation:
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