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).


Reference manual

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install.packages("svydiags")

0.7 by Richard Valliant, 2 years ago


Browse source code at https://github.com/cran/svydiags


Authors: Richard Valliant [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Depends on MASS, Matrix, survey

Suggests doBy, foreign, NHANES, sampling


See at CRAN