Package: weightflow
Title: Declarative Recipes for Staged Survey Weighting with
        Recipe-Aware Replicate Variances
Version: 1.2.0
Authors@R: c(
    person("Juan Pablo", "Ferreira", email = "juanpablo.ferreira@fcea.edu.uy",
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0002-1884-8187")),
    person("Andrés", "Gutiérrez", role = "aut",
           comment = c(ORCID = "0009-0007-2918-1932")))
Description: Builds survey analysis weights by declaring the whole weighting
    process as an ordered recipe of explicit adjustments and estimating it in a
    single call. Steps include within-cluster selection, second-phase
    subsampling for two-phase sampling, nonresponse adjustment by weighting
    classes or response-propensity models (including machine-learning learners
    with optional cross-fitting), calibration to known totals following Deville
    and Sarndal (1992) <doi:10.2307/2290268> with optional model-assisted
    calibration following Wu and Sitter (2001)
    <doi:10.1198/016214501750333054>, adjustment of non-probability samples by
    pseudo-weighting, mass imputation and doubly robust estimators, and
    range-restricted trimming. Variances come from a recipe-aware bootstrap and
    jackknife that resample or delete primary sampling units and re-apply the
    entire cascade on each replicate, following Rao and Wu (1988)
    <doi:10.1080/01621459.1988.10478591>, and are separated into first- and
    second-phase components (V = V1 + V2) for two-phase designs. A
    self-contained HTML report documents each step, and the weights bridge to
    the 'survey' and 'srvyr' packages.
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-US
Depends: R (>= 4.1.0)
Imports: stats, utils, graphics, parallel
Suggests: MASS, rpart, ranger, testthat (>= 3.0.0), survey, srvyr,
        dplyr, tidyr, ggplot2, haven, archive, knitr, rmarkdown,
        spelling, xgboost, yaml
Config/roxygen2/version: 8.0.0
URL: https://github.com/jpferreira33/weightflow,
        https://jpferreira33.github.io/weightflow/
BugReports: https://github.com/jpferreira33/weightflow/issues
Config/testthat/edition: 3
LazyData: true
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-08-30 03:10:02 UTC; jp
Author: Juan Pablo Ferreira [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-1884-8187>),
  Andrés Gutiérrez [aut] (ORCID: <https://orcid.org/0009-0007-2918-1932>)
Maintainer: Juan Pablo Ferreira <juanpablo.ferreira@fcea.edu.uy>
Repository: CRAN
Date/Publication: 2026-08-30 03:30:02 UTC
Built: R 4.7.0; ; 2026-08-31 23:52:06 UTC; windows
