Package: svydiags 0.7

Richard Valliant

svydiags: Regression Model Diagnostics for Survey Data

Diagnostics for fixed effects linear and general linear regression models fitted with survey data. Extensions of standard diagnostics to complex survey data are included: standardized residuals, leverages, Cook's D, dfbetas, dffits, condition indexes, and variance inflation factors as found in Li and Valliant (Surv. Meth., 2009, 35(1), pp. 15-24; Jnl. of Off. Stat., 2011, 27(1), pp. 99-119; Jnl. of Off. Stat., 2015, 31(1), pp. 61-75); Liao and Valliant (Surv. Meth., 2012, 38(1), pp. 53-62; Surv. Meth., 2012, 38(2), pp. 189-202). Variance inflation factors and condition indexes are also computed for some general linear models as described in Liao (U. Maryland thesis, 2010).

Authors:Richard Valliant [aut, cre]

svydiags_0.7.tar.gz
svydiags_0.7.tar.gz(r-4.5-noble)svydiags_0.7.tar.gz(r-4.4-noble)
svydiags_0.7.tgz(r-4.4-emscripten)svydiags_0.7.tgz(r-4.3-emscripten)
svydiags.pdf |svydiags.html✨
svydiags/json (API)
NEWS

# Install 'svydiags' in R:
install.packages('svydiags', repos = 'https://cloud.r-project.org')
Datasets:
  • nhanes2007 - National Health and Nutrition Examination Survey data, 2007-2008

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.60 score 1 stars 491 downloads 2 mentions 8 exports 11 dependencies

Last updated 5 months agofrom:7e3959409e. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 25 2025
R-4.5-linuxOKMar 25 2025
R-4.4-linuxOKMar 25 2025

Exports:svycollinearsvyCooksDsvydfbetassvydffitssvyhatsvystdressvyvifVmat

Dependencies:DBIlatticeMASSMatrixminqamitoolsnumDerivRcppRcppArmadillosurveysurvival

Citation

To cite package ‘svydiags’ in publications use:

Valliant R (2024). svydiags: Regression Model Diagnostics for Survey Data. R package version 0.7, https://CRAN.R-project.org/package=svydiags.

Corresponding BibTeX entry: 

  @Manual{,
    title = {svydiags: Regression Model Diagnostics for Survey Data},
    author = {Richard Valliant},
    year = {2024},
    note = {R package version 0.7},
    url = {https://CRAN.R-project.org/package=svydiags},
  }