Package: OVtool 1.0.3

OVtool: Omitted Variable Tool

This tool was designed to assess the sensitivity of research findings to omitted variables when estimating causal effects using propensity score (PS) weighting. This tool produces graphics and summary results that will enable a researcher to quantify the impact an omitted variable would have on their results. Burgette et al. (2021) describe the methodology behind the primary function in this package, ov_sim. The method is demonstrated in Griffin et al. (2020) <doi:10.1016/j.jsat.2020.108075>.

Authors:Lane Burgette [aut, cre], Joseph Pane [aut], Beth Ann Griffin [aut], Daniel McCaffrey [aut]

OVtool_1.0.3.tar.gz
OVtool_1.0.3.zip(r-4.5)OVtool_1.0.3.zip(r-4.4)OVtool_1.0.3.zip(r-4.3)
OVtool_1.0.3.tgz(r-4.4-any)OVtool_1.0.3.tgz(r-4.3-any)
OVtool_1.0.3.tar.gz(r-4.5-noble)OVtool_1.0.3.tar.gz(r-4.4-noble)
OVtool_1.0.3.tgz(r-4.4-emscripten)OVtool_1.0.3.tgz(r-4.3-emscripten)
OVtool.pdf |OVtool.html✨
OVtool/json (API)

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

Peer review:

Datasets:
  • sud - Longitudinal observational data from adolescents receiving SUD treatment.

On CRAN:

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

2.70 score 10 scripts 205 downloads 12 exports 156 dependencies

Last updated 3 years agofrom:d160b0581c. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 16 2024
R-4.5-winOKNov 16 2024
R-4.5-linuxOKNov 16 2024
R-4.4-winOKNov 16 2024
R-4.4-macOKNov 16 2024
R-4.3-winOKNov 16 2024
R-4.3-macOKNov 16 2024

Exports:add_pvals_plotadd_repses_plotes_point_plotfind_esgridgen_a_finishgen_a_startoutcome_modelov_simplot.ovprep_for_plotssummary.ov

Dependencies:Ameliaaskpassbackportsbase64encbrewbriobslibcachemcallrcheckmateclassclassIntclicliprcolorspacecommonmarkcpp11crayoncredentialscurldata.tableDBIdeldirdescdevtoolsdiffobjdigestdownlitdplyre1071ellipsisEnvStatsevaluatefansifarverfastmapfontawesomeforeignFormulaformula.toolsfsgbmgenericsgertggplot2ggrepelghgitcredsgluegtablehighrhmshtmltoolshtmlwidgetshttpuvhttr2iniinterpisobandjpegjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelatticeExtralifecyclelubridatemagrittrMASSMatrixMatrixModelsmemoisemetRmgcvmimeminiUIminqamitoolsmunsellnlmenortestnumDerivopenssloperator.toolspillarpkgbuildpkgconfigpkgdownpkgloadplyrpngpraiseprettyunitsprocessxprofvisprogresspromisesproxypspurrrR6raggrappdirsrcmdcheckRColorBrewerRcppRcppArmadilloRcppEigenremotesrlangrmarkdownroxygen2rprojrootrstudioapirversionss2sassscalessessioninfosfshinysourcetoolsstringistringrsurveysurvivalsyssystemfontstestthattextshapingtibbletidyselecttimechangetinytextwangunitsurlcheckerusethisutf8varhandlevctrsviridisLitewaldowhiskerwithrwkxfunxgboostxml2xopenxtableyamlzip

OVtool - Omitted Variable Tool

Joseph D. Pane, Beth Ann Griffin, Lane F. Burgette, and Daniel F. McCaffrey

Rendered fromOVtool.Rmdusingknitr::rmarkdownon Nov 16 2024.

Last update: 2021-11-02
Started: 2021-03-18