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-4.5-any)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'))
Datasets:
  • sud - Longitudinal observational data from adolescents receiving SUD treatment.

On CRAN:

Conda:

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

2.78 score 12 scripts 209 downloads 12 exports 156 dependencies

Last updated 3 years agofrom:d160b0581c. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 16 2025
R-4.5-winOKMar 16 2025
R-4.5-macOKMar 16 2025
R-4.5-linuxOKMar 16 2025
R-4.4-winOKMar 16 2025
R-4.4-macOKMar 16 2025
R-4.4-linuxOKMar 16 2025
R-4.3-winOKMar 16 2025
R-4.3-macOKMar 16 2025

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 Mar 16 2025.

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