Package: svydiags
Type: Package
Title: Regression Model Diagnostics for Survey Data
Version: 0.7
Date: 2024-11-05
Authors@R: c(
   RV = person("Richard", "Valliant",
          email = "valliant@umich.edu",
          role = c("aut","cre"))
   )
Author: Richard Valliant [aut, cre]
Maintainer: Richard Valliant <valliant@umich.edu>
Description: 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).
Suggests: doBy, foreign, NHANES, sampling
Depends: MASS, Matrix, survey
License: GPL-3
LazyLoad: yes
LazyData: true
NeedsCompilation: no
Packaged: 2024-11-08 17:49:14 UTC; rv
Repository: CRAN
Date/Publication: 2024-11-08 18:30:02 UTC
Built: R 4.6.0; ; 2026-04-26 10:43:45 UTC; unix
