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'))

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.

12 exports 0.00 score 157 dependencies 10 scripts 239 downloads

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

Target	Result	Date
Doc / Vignettes	OK	Sep 17 2024
R-4.5-win	OK	Sep 17 2024
R-4.5-linux	OK	Sep 17 2024
R-4.4-win	OK	Sep 17 2024
R-4.4-mac	OK	Sep 17 2024
R-4.3-win	OK	Sep 17 2024
R-4.3-mac	OK	Sep 17 2024

Exports:add_pvals_plot add_reps es_plot es_point_plot find_esgrid gen_a_finish gen_a_start outcome_model ov_sim plot.ov prep_for_plots summary.ov

Dependencies:Amelia askpass backports base64enc brew brio bslib cachem callr checkmate class classInt cli clipr colorspace commonmark cpp11 crayon credentials curl data.table DBI deldir desc devtools diffobj digest downlit dplyr e1071 ellipsis EnvStats evaluate fansi farver fastmap fontawesome foreign Formula formula.tools fs gbm generics gert ggplot2 ggrepel gh gitcreds glue gtable highr hms htmltools htmlwidgets httpuv httr2 ini interp isoband jpeg jquerylib jsonlite KernSmooth knitr labeling later lattice latticeExtra lifecycle lubridate magrittr MASS Matrix MatrixModels memoise metR mgcv mime miniUI minqa mitools munsell nlme nortest numDeriv openssl operator.tools pillar pkgbuild pkgconfig pkgdown pkgload plyr png praise prettyunits processx profvis progress promises proxy ps purrr R6 ragg rappdirs rcmdcheck RColorBrewer Rcpp RcppArmadillo RcppEigen rematch2 remotes rlang rmarkdown roxygen2 rprojroot rstudioapi rversions s2 sass scales sessioninfo sf shiny sourcetools stringi stringr survey survival sys systemfonts testthat textshaping tibble tidyselect timechange tinytex twang units urlchecker usethis utf8 varhandle vctrs viridisLite waldo whisker withr wk xfun xgboost xml2 xopen xtable yaml zip

OVtool - Omitted Variable Tool

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

Rendered fromOVtool.Rmdusingknitr::rmarkdownon Sep 17 2024.

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

Help page	Topics
add_pvals_plot	add_pvals_plot
add_reps	add_reps
es_plot	es_plot
es_point_plot	es_point_plot
find_esgrid	find_esgrid
gen_a_finish	gen_a_finish
gen_a_start	gen_a_start
outcome_model	outcome_model
ov_sim	ov_sim
plot	plot.ov
prep_for_plots	prep_for_plots
Longitudinal observational data from adolescents receiving SUD treatment.	sud
summary.ov	summary.ov

Package: OVtool 1.0.3

OVtool: Omitted Variable Tool

OVtool - Omitted Variable Tool

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)