svydiags: Linear Regression Model Diagnostics for Survey Data

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).

Version:	0.4
Depends:	MASS, Matrix, survey
Suggests:	doBy, foreign, NHANES, sampling
Published:	2022-04-27
Author:	Richard Valliant
Maintainer:	Richard Valliant <valliant at umich.edu>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	no
CRAN checks:	svydiags results

Documentation:

Reference manual:

svydiags.pdf

Downloads:

Package source:	svydiags_0.4.tar.gz
Windows binaries:	r-devel: svydiags_0.4.zip, r-release: svydiags_0.4.zip, r-oldrel: svydiags_0.4.zip
macOS binaries:	r-release (arm64): svydiags_0.4.tgz, r-oldrel (arm64): svydiags_0.4.tgz, r-release (x86_64): svydiags_0.4.tgz, r-oldrel (x86_64): svydiags_0.4.tgz
Old sources:	svydiags archive

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