Introduction | General Review of Survey Weight Diagnostic Tests | Diagnostic Test Implementation | Difference-in-Coefficients Tests | Weight-Association Tests | DuMouchel–Duncan (DD) | Pfeffermann–Sverchkov PS1 | Pfeffermann–Sverchkov PS2 | Wu–Fuller (WF) | Estimating Equations Test | Permutation Tests | Simulation Study: Replication of Wang et al. (2023) | Design | Results | References
Package: svytest 1.1.0
svytest: Survey Weight Diagnostic Tests
Provides diagnostic tests for assessing the informativeness of survey weights in regression models. Implements difference-in-coefficients tests (Hausman 1978 <doi:10.2307/1913827>; Pfeffermann 1993 <doi:10.2307/1403631>), weight-association tests (DuMouchel and Duncan 1983 <doi:10.2307/2288185>; Pfeffermann and Sverchkov 1999 <https://www.jstor.org/stable/25051118>; Pfeffermann and Sverchkov 2003 <ISBN:9780470845672>; Wu and Fuller 2005 <https://www.jstor.org/stable/27590461>), estimating equations tests (Pfeffermann and Sverchkov 2003 <ISBN:9780470845672>), and non-parametric permutation tests. Includes simulation utilities replicating Wang et al. (2023 <doi:10.1111/insr.12509>) and extensions.
Authors:
svytest_1.1.0.tar.gz
svytest_1.1.0.zip(r-4.7)svytest_1.1.0.zip(r-4.6)svytest_1.1.0.zip(r-4.5)
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svytest_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
svytest/json (API)
| # Install 'svytest' in R: |
| install.packages('svytest', repos = c('https://cnlubianski.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/cnlubianski/svytest/issues
Datasets:
- svytestCE - Subset of 2015 Consumer Expenditure (CE) Dataset
Last updated from:7ee74a8752. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 171 | ||
| linux-devel-x86_64 | OK | 176 | ||
| source / vignettes | OK | 236 | ||
| linux-release-arm64 | OK | 170 | ||
| linux-release-x86_64 | OK | 159 | ||
| macos-release-arm64 | OK | 216 | ||
| macos-release-x86_64 | OK | 315 | ||
| macos-oldrel-arm64 | OK | 194 | ||
| macos-oldrel-x86_64 | OK | 271 | ||
| windows-devel | OK | 144 | ||
| windows-release | OK | 152 | ||
| windows-oldrel | OK | 150 | ||
| wasm-release | OK | 150 |
Exports:diff_in_coef_testestim_eq_testperm_testrun_all_diagnostic_testswa_test
Dependencies:DBIlatticeMatrixminqamitoolsnumDerivRcppRcppArmadillosurveysurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Difference-in-Coefficients Test for Survey Weights | diff_in_coef_test glance.diff_in_coef_test print.diff_in_coef_test summary.diff_in_coef_test tidy.diff_in_coef_test |
| Estimating Equations Test for Informative Sampling (Linear Case) | estim_eq_test glance.estim_eq_test print.estim_eq_test summary.estim_eq_test tidy.estim_eq_test |
| Permutation test for weight informativeness in survey regression | glance.perm_test perm_test print.perm_test summary.perm_test tidy.perm_test |
| Plot method for permutation test objects | plot.perm_test |
| Run All Diagnostic Tests for Informative Weights | print.run_all_diagnostic_tests run_all_diagnostic_tests |
| Subset of 2015 Consumer Expenditure (CE) Dataset | svytestCE |
| Weight-Association Tests for Survey Weights | glance.wa_test print.wa_test summary.wa_test tidy.wa_test wa_test |
