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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).
| Version: | 0.7 |
| Depends: | MASS, Matrix, survey |
| Suggests: | doBy, foreign, NHANES, sampling |
| Published: | 2024-11-08 |
| DOI: | 10.32614/CRAN.package.svydiags |
| Author: | Richard Valliant [aut, cre] |
| Maintainer: | Richard Valliant <valliant at umich.edu> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | svydiags results |
| Reference manual: | svydiags.pdf |
| Package source: | svydiags_0.7.tar.gz |
| Windows binaries: | r-devel: svydiags_0.7.zip, r-release: svydiags_0.7.zip, r-oldrel: svydiags_0.7.zip |
| macOS binaries: | r-release (arm64): svydiags_0.7.tgz, r-oldrel (arm64): svydiags_0.7.tgz, r-release (x86_64): svydiags_0.7.tgz, r-oldrel (x86_64): svydiags_0.7.tgz |
| Old sources: | svydiags archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.