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.zip(r-4.7-any)svydiags_0.7.zip(r-4.6-any)
svydiags_0.7.tar.gz(r-4.7-any)svydiags_0.7.tar.gz(r-4.6-any)
svydiags_0.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
svydiags/json (API)

# Install 'svydiags' in R:
install.packages('svydiags', repos = c('https://cran.r-universe.dev', '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.

1.91 score 1 stars 41 scripts 463 downloads 2 mentions 8 exports 11 dependencies

Last updated from:7e3959409e. Checks:6 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK175
source / vignettesOK195
linux-releaseOK122
windows-develOK98
windows-releaseOK106
wasm-releaseOK92

Exports:svycollinearsvyCooksDsvydfbetassvydffitssvyhatsvystdressvyvifVmat

Dependencies:DBIlatticeMASSMatrixminqamitoolsnumDerivRcppRcppArmadillosurveysurvival