Package: svydiags
Type: Package
Title: Linear Regression Model Diagnostics for Survey Data
Version: 0.4
Date: 2022-04-27
Author: Richard Valliant
Maintainer: Richard Valliant <valliant@umich.edu>
Description: Diagnostics for fixed effects 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 are also computed for some general linear models (logistic and poisson) as described in Liao (U. Maryland thesis, 2010).
Suggests: doBy, foreign, NHANES, sampling
Depends: MASS, Matrix, survey
License: GPL (>= 2)
LazyLoad: yes
NeedsCompilation: no
Packaged: 2022-04-27 19:49:00 UTC; rv
Repository: CRAN
Date/Publication: 2022-04-27 22:10:02 UTC
Built: R 4.1.2; ; 2022-04-28 11:05:40 UTC; unix
