weightflow-package: weightflow: declarative survey weighting

In weightflow: Declarative API for Staged Survey Weights

weightflow: declarative survey weighting

Description

Build survey weights from design base weights by chaining hierarchical adjustments (unknown eligibility, nonresponse, trimming, calibration, rounding, rescaling, assertions) through a declarative, pipeable, tidymodels-style API. Computes weights only; for variance/inference, export the weights and use them with the 'survey' package.

Details

Start with weighting_spec(), add ⁠step_*()⁠ adjustments, estimate the cascade with prep(), and extract the weights with collect_weights(). Inspect with summary(), plot() and report_weighting().

Author(s)

Maintainer: Juan Pablo Ferreira [e-mail]

Authors:

• Juan Pablo Ferreira [e-mail]

See Also

Useful links:

• https://github.com/jpferreira33/weightflow

• https://jpferreira33.github.io/weightflow/

• Report bugs at https://github.com/jpferreira33/weightflow/issues

weightflow documentation built on July 23, 2026, 1:08 a.m.