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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>.

Versions across snapshots

VersionRepositoryFileSize
0.2.0 rolling linux/jammy R-4.5 svycdiff_0.2.0.tar.gz 4.1 MiB
0.2.0 rolling linux/noble R-4.5 svycdiff_0.2.0.tar.gz 4.1 MiB
0.2.0 rolling source/ R- svycdiff_0.2.0.tar.gz 4.1 MiB
0.2.0 latest linux/jammy R-4.5 svycdiff_0.2.0.tar.gz 4.1 MiB
0.2.0 latest linux/noble R-4.5 svycdiff_0.2.0.tar.gz 4.1 MiB
0.2.0 latest source/ R- svycdiff_0.2.0.tar.gz 4.1 MiB
0.2.0 2026-04-26 source/ R- svycdiff_0.2.0.tar.gz 4.1 MiB
0.2.0 2026-04-23 source/ R- svycdiff_0.2.0.tar.gz 4.1 MiB
0.2.0 2026-04-09 windows/windows R-4.5 svycdiff_0.2.0.zip 4.2 MiB
0.1.1 2025-04-20 source/ R- svycdiff_0.1.1.tar.gz 1.5 MiB

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