Package: svycdiff 0.1.1

Stephen Salerno

svycdiff: Controlled Difference Estimation for Complex Surveys

Estimates the population average controlled difference for a given outcome between levels of a binary treatment, exposure, or other group membership variable of interest for clustered, stratified survey samples where sample selection depends on the comparison group. Provides three methods for estimation, namely outcome modeling and two factorizations of inverse probability weighting. Under stronger assumptions, these methods estimate the causal population average treatment effect. Salerno et al., (2024) <doi:10.48550/arXiv.2406.19597>.

Authors:Stephen Salerno [aut, cre, cph], Emily K Roberts [aut], Tyler H McCormick [aut], Bhramar Mukherjee [aut], Xu Shi [aut]

svycdiff_0.1.1.tar.gz
svycdiff_0.1.1.zip(r-4.5)svycdiff_0.1.1.zip(r-4.4)svycdiff_0.1.1.zip(r-4.3)
svycdiff_0.1.1.tgz(r-4.5-any)svycdiff_0.1.1.tgz(r-4.4-any)svycdiff_0.1.1.tgz(r-4.3-any)
svycdiff_0.1.1.tar.gz(r-4.5-noble)svycdiff_0.1.1.tar.gz(r-4.4-noble)
svycdiff_0.1.1.tgz(r-4.4-emscripten)svycdiff_0.1.1.tgz(r-4.3-emscripten)
svycdiff.pdf |svycdiff.html
svycdiff/json (API)
NEWS

# Install 'svycdiff' in R:
install.packages('svycdiff', repos = c('https://salernos.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/salernos/svycdiff/issues

Pkgdown site:https://salernos.github.io

Datasets:
  • NHANES - Race, SES, and Telomere Length Data

On CRAN:

Conda:

4.54 score 1 stars 4 scripts 147 downloads 2 exports 18 dependencies

Last updated 27 days agofrom:e072a3b2f9. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 06 2025
R-4.5-winOKMar 06 2025
R-4.5-macOKMar 06 2025
R-4.5-linuxOKMar 06 2025
R-4.4-winOKMar 06 2025
R-4.4-macOKMar 06 2025
R-4.4-linuxOKMar 06 2025
R-4.3-winOKMar 06 2025
R-4.3-macOKMar 06 2025

Exports:simdatsvycdiff

Dependencies:betaregDBIflexmixFormulalatticelmtestMatrixminqamitoolsmodeltoolsnnetnumDerivRcppRcppArmadillosandwichsurveysurvivalzoo

Using the svycdiff package

Rendered fromsvycdiff.Rmdusingknitr::knitron Mar 06 2025.

Last update: 2024-07-19
Started: 2024-05-28