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Package: svyTable1
Title: Create Survey-Weighted Descriptive Statistics and Diagnostic Tables
Version: 0.14.1.9000
Authors@R: c(person("Ehsan", "Karim",
email = "ehsan.karim@gmail.com",
role = c("aut", "cre")),
person("Esteban", "Valencia",
comment = "Provided feedback on generalizing the svydiag function, tested installation issues and fixed a bug regarding effective sample size calculation.",
role = "ctb"),
person("Kevin", "Hu",
role = "ctb",
comment = "Reported a scoping bug in the svycoxph_CE function regarding survey design objects created via pipes."))
Description: A teaching toolkit for graduate epidemiology students analyzing
complex survey data such as 'NHANES'. It builds survey-weighted "Table 1"
summaries with reliability suppression, fits and diagnoses survey-weighted
regression and survival models, computes additive interaction measures, and
pools multiply-imputed analyses. Methods are described in Lumley (2004)
<doi:10.18637/jss.v009.i08> for survey-weighted estimation, Archer and
Lemeshow (2006) <doi:10.1177/1536867X0600600106> for survey
goodness-of-fit, Parker et al. (2017)
<https://www.cdc.gov/nchs/data/series/sr_02/sr02_175.pdf> for the National
Center for Health Statistics data-presentation reliability standards,
VanderWeele and Knol (2014) <doi:10.1515/em-2013-0005> and Hosmer and
Lemeshow (1992) <doi:10.1097/00001648-199209000-00012> for additive
interaction, van Buuren and Groothuis-Oudshoorn (2011)
<doi:10.18637/jss.v045.i03> and Rubin (1987, ISBN:9780471087052) for
multiple imputation, and Westreich and Greenland (2013)
<doi:10.1093/aje/kws412> for interpreting adjusted estimates.
License: MIT + file LICENSE
URL: https://ehsanx.github.io/svyTable1/, https://github.com/ehsanx/svyTable1
BugReports: https://github.com/ehsanx/svyTable1/issues
Encoding: UTF-8
RoxygenNote: 7.3.3
Imports:
dplyr,
emmeans,
ggplot2,
kableExtra,
knitr,
magrittr,
mice,
msm,
patchwork,
Publish,
purrr,
rlang,
rmarkdown,
rstudioapi,
scales,
stats,
stringr,
survival,
survey,
tibble,
tidyr,
utils,
WeightedROC,
broom
Suggests:
mitools,
testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Depends:
R (>= 3.5)
LazyData: true