Package: waou 0.1.1

Daniel Brannock

waou: Weighting All of Us

Utilities for using a probability sample to reweight prevalence estimates calculated from the All of Us research program. Weighted estimates will still not be representative of the general U.S. population. However, they will provide an early indication for how unweighted estimates may be biased by the sampling bias in the All of Us sample.

Authors:Daniel Brannock [aut, cre], Mahmoud Elkasabi [aut], Barrett Montgomery [aut]

waou_0.1.1.tar.gz
waou_0.1.1.zip(r-4.7-any)waou_0.1.1.zip(r-4.6-any)
waou_0.1.1.tar.gz(r-4.7-any)waou_0.1.1.tar.gz(r-4.6-any)
waou_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
waou/json (API)

# Install 'waou' in R:
install.packages('waou', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.70 score 362 downloads 7 exports 89 dependencies

Last updated from:dab5890878. Checks:6 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK169
source / vignettesOK220
linux-releaseOK200
windows-develOK128
windows-releaseOK138
wasm-releaseOK124

Exports:calculate_weightsdummiesimpute_dataplot_prevalenceselect_variablessummarize_resultssummarize_results_by_group

Dependencies:backportsbitbit64bootbroomclicliprcodetoolscpp11crayonDBIdigestdoParalleldoRNGdplyrfarverforcatsforeachformula.toolsgenericsggplot2glmnetgluegtablehavenhmsisobanditeratorsjomolabelinglatticelifecyclelme4magrittrMASSMatrixmaxLikmiceminqamiscToolsmitmlmitoolsncvregnleqslvnlmenloptrnnetnonprobsvynumDerivoperator.toolsordinalpanpillarpkgconfigprettyunitsprogresspurrrR6RANNrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrreformulasrlangrngtoolsrpartS7sandwichscalesshapestringistringrsurveysurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsviridisLitevroomwithrzoo

Readme and manuals

Help Manual

Help pageTopics
NHIS Adult Data 2023adult2023
Synthetic All of Us Dataaou_synthetic
Calculate Weightscalculate_weights
Create Dummy Variablesdummies
Extract population totalsextract_totals
Impute Dataimpute_data
Processed NHIS Datanhis_processed
Visualize Prevalence Estimatesplot_prevalence
Select Variablesselect_variables
Summarize Resultssummarize_results
Summarize Results by Groupsummarize_results_by_group